{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creating Protein Meshes in Graphein & 3D Visualisation\n",
    "\n",
    "Graphein provides functionality to create meshes of protein surfaces. The mesh computation is handled under the hood by PyMol to produce `.obj` files, which are handled by many geometric analysis libraries (such as [PyTorch3D](https://pytorch3d.org/)). We'll create a few protein meshes, convert them to PyTorch3D objects and visualise them. Again, there is a high-level and low-level API for convenience. We'll be looking at PDB [1LDF](https://www.rcsb.org/structure/1ldf), an elegant structure of the E. col glycerol uptake facilitator protein.\n",
    "\n",
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/a-r-j/graphein/blob/master/notebooks/protein_mesh_tutorial.ipynb)\n",
    "\n",
    "**NB** lots of features of PyTorch3D are GPU only. If on macOS (only!), you can install via pip. Ensure you have PyTorch `1.9.0`. This is the only supported configuration. See: https://github.com/facebookresearch/pytorch3d/blob/main/INSTALL.md"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install Graphein if necessary\n",
    "# !pip install graphein\n",
    "\n",
    "# Install pymol if necessary - in this tutorial PyMol is only used for the initial plot. Feel free to skip!\n",
    "# sudo apt-get install pymol (recommended for colab) OR conda install -c schrodinger pymol"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install torch 1.9.0\n",
    "# pip install torch==1.9.0\n",
    "\n",
    "# Install pytorch3d\n",
    "# pip install pytorch3d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "%matplotlib inline\n",
    "import logging\n",
    "logging.basicConfig(level=logging.CRITICAL)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## High-level API\n",
    "### Config\n",
    "Again, we use a [ProteinMeshConfig](https://graphein.ai/modules/graphein.protein.html#graphein.protein.config.ProteinMeshConfig) config object to manage global configurations.\n",
    "\n",
    "* `pymol_command_line_options`: String of additional pymol command line options when launching. A full list can be found [here](https://www.pymolwiki.org/index.php/Command_Line_Options). The default options, `\"-cKq\"`, do:\n",
    "   * `c`: launch in command-line only mode for batch processing\n",
    "   * `K`: keep alive: when running without a GUI, don't quit after the input\n",
    "            is exhausted\n",
    "    * `q`: supress startup message \n",
    "    \n",
    "* `pymol_commands` : List of string pymol commands to execute. You can use these to configure the exact mesh you wish to construct. A reference to these can be found [here](https://pymol.org/pymol-command-ref.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pymol_command_line_options': '-cKq', 'pymol_commands': ['show surface']}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from graphein.protein.config import ProteinMeshConfig\n",
    "config = ProteinMeshConfig()\n",
    "config.dict()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Building a mesh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's build a mesh!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A PyMOL RPC server is already running.\n",
      "['show surface']\n",
      "xml-rpc server could not be started\n",
      "tensor([[ 18.2783, -11.1472,  -7.4127],\n",
      "        [ 18.2783, -11.1472,  -7.4127],\n",
      "        [ 18.2783, -11.1472,  -7.4127],\n",
      "        ...,\n",
      "        [ -9.5277, -18.5192,   0.2442],\n",
      "        [ -9.5277, -18.5192,   0.2442],\n",
      "        [-10.3366, -18.0868,  -0.5147]]) Faces(verts_idx=tensor([[   0,    1,    2],\n",
      "        [   3,    4,    5],\n",
      "        [   6,    8,    7],\n",
      "        ...,\n",
      "        [6516, 6518, 6517],\n",
      "        [6519, 6521, 6520],\n",
      "        [6522, 6524, 6523]]), normals_idx=tensor([[  -1,   -1,   -1],\n",
      "        [  -1,   -1,   -1],\n",
      "        [   0,    2,    1],\n",
      "        ...,\n",
      "        [6510, 6512, 6511],\n",
      "        [6513, 6515, 6514],\n",
      "        [6516, 6518, 6517]]), textures_idx=tensor([[-1, -1, -1],\n",
      "        [-1, -1, -1],\n",
      "        [-1, -1, -1],\n",
      "        ...,\n",
      "        [-1, -1, -1],\n",
      "        [-1, -1, -1],\n",
      "        [-1, -1, -1]]), materials_idx=tensor([-1, -1, -1,  ..., -1, -1, -1])) Properties(normals=tensor([[-0.6557, -0.6884, -0.3100],\n",
      "        [-0.6557, -0.6884, -0.3100],\n",
      "        [-0.6557, -0.6884, -0.3100],\n",
      "        ...,\n",
      "        [-0.4031, -0.9108, -0.0894],\n",
      "        [-0.3856, -0.9160, -0.1110],\n",
      "        [-0.3923, -0.9148, -0.0957]]), verts_uvs=None, material_colors=None, texture_images=None, texture_atlas=None)\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from graphein.protein.meshes import create_mesh\n",
    "\n",
    "verts, faces, aux = create_mesh(pdb_code=\"1ldf\", config=config)\n",
    "print(verts, faces, aux)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In order to visualise these tensors containing vertices, faces and aux data, we convert them into a PyTorch3D `Mesh` object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/arianjamasb/github/graphein/graphein/protein/visualisation.py:52: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6.  This is consistent with other Axes classes.\n",
      "  ax = Axes3D(fig)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes3D:title={'center':'my first mesh'}, xlabel='x', ylabel='z'>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from graphein.protein.meshes import convert_verts_and_face_to_mesh\n",
    "m = convert_verts_and_face_to_mesh(verts, faces)\n",
    "\n",
    "from graphein.protein.visualisation import plot_pointcloud\n",
    "plot_pointcloud(m, title=\"my first mesh\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Modifying Mesh Parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see what happens if we play around with some of the parameters and make a smoother mesh using"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A PyMOL RPC server is already running.\n",
      "['hide cartoon', 'set solvent_radius, 10', 'alter all, vdw=4', 'sort', 'set surface_quality, 1', 'show surface']\n",
      "xml-rpc server could not be started\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/arianjamasb/github/graphein/graphein/protein/visualisation.py:52: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6.  This is consistent with other Axes classes.\n",
      "  ax = Axes3D(fig)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes3D:title={'center':'my second mesh'}, xlabel='x', ylabel='z'>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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4Aq/Xe1oGuvnkIpvOc65pGk6nswBHc3oxBWYWOZNiMOOJRbsvzONHfOzvjqDrGrGkTonF4FX9z1DjScUU0mIx2rpwu90jxCOdOTOVc5ov4pLrd/P9Z9sLfCSneKEjwTceO8GtyxQMw8Dj8VBcXIzX68Xtds/pYpdT2cdsCcxU92O6yOYZL6cssuHtaSfKhEokEiMsi4iu4EsqOGwW/nE8wuMnY4znrHmqM45NwKraIi5eVsZbzm+gvMgxeyc4D/n5cycZLwG5kPzteJQv3H4pUkpCoRB+v5/m5mbC4TCKoqDrOv39/QWzcl7uFowpMPOIM9mCSVsW2VxRfr+fffv2jZhnoarqmNRZq9WKy+Ua8VnasmjsDfPVh47SE4hxpCeAMcmhJyTs7wiyvyPID55pxq7CN157NlefNf9aUhea3S0+/vvRk7O+X01C+2CUBaWuzJybND6fjxMnTuDz+Whubs7MVC8uLqa4uBi3e2Zpz/MtyG9aMCnm3BmdSQHqfOwvW8xi9GfDi+5lE4vi4uJMvGL58uUUFxdP66GVUvLJv7zEse4wkeT0AsxxHf7p3pdYU32Su96+Ga/TNq3tzCZzJUb2obv3nrZ9H+wMsaDUNeZzq9WK0+lk+fLlQCpGFAqFCAQCGSvHarXi9XozrjWbbe5953PVRaZpWk6p62cac05gZotCCMxwN9RogQgEAhw+fDhTFiSNoijjxizSYjF8/kWuN206xhFLGnQMRhkIJ6gssrOo3IUQAk03kBLimoHTpqIqp7Z7si/MFx88xN62YF6uyaHuMG/82U7uffd5uGzz7wGaLuN9l4mkxlt/sYveyGw7x05hs+b2HSmKkrFyFixYAKRqcvn9fvx+Py0tLRkrJy06brc760z1+Rbkn+p+DMMwLZiXE+PFLLKJR5rRYpH+v9PpxOfz0dDQQGlp6ZTEYjoc7I3z5Rf2c7QvSiRhIAGLAucsKGHDgiL+uq+bvlACIcBuUXBaBHaryvr6YvwxjW0nB/N6PO3+GM+f6Oeq1VV53e58ojcY432/2c1LneHTdgx2Fc6u9Yz7t1wGTZvNRmVlJZWVlUBq0AyHw/j9flpbWzOVCdIWTnFx8axaObPZhG86FowpMGcohmGMEYh4PE40GuXQoUMjRCONoihjhMJms1FUVDRGRHK5mbq7u3E6nQV/oL73+FG+/UxgzOeaATtaBtnRMpj5TEqIJg2iSbDEdR473IvLro4byJ8JNkUQjJ2+t/K5zu4WH5/480GaB6J526YApjKcWhT48k2rqfDY83YMiqJQVFREUVFR5rNEIkEgEMDv99PW1kYymcTtduNwONA0DcMwClqPa65aMKbAzBFGi8VEmVHpNxYhxJh5FukaTzU1NWM+KwSFvrF9kQSf+ct+Hjnim9b6mgF2VRCK6VMenCbCYVGoL3GwptY7+cIvQ5K6wTcfbSQYS+btmk+EQwWHzYLNomARAoTE67Dy1ZvXsLRibOwlTb7cSzabjYqKCioqKjLbDYVC9PT0EA6H2bFjBxaLJWPh5NPKmcsuMl3XzRjMbNDT04Pf7x8jHqPFYrR14fF4xsQsJhILKSVtbW2UluanlHkuFMpEb+6P8OZfbKc7kJx84QkQSBQBNosy7eD+mG0KePMFi1hVPb7r5eVONKHTG07gj87MwlNJXWshUj8kdTnmRcFtU7j+7Cp2tgQwgOoiG1ZV8IHLFk8oLoVECJGxcBKJBGvWrMlkQgYCgRFWTlp00n1WpspcFxjTgpkFFEXB7XZTWlqas1hMh9mel1KorLVj3SHef/ceemYoLgAGguvXV1NX7ODPezrpCcSZbB65AFxWhRKnhd5wgsSoFZK6wS+2NvPg/k6KnVY2LSzhomXlLC7PfUCLJnSebk2w47FjrKnxsLGhhDKP/YwvbR5N6DT2hYnENbQZ3hoWVeCxK9R7VCpKini2cQApQRkSHSnhv25YxTWrK4kkdHa2DBLTDFZVeVhYNvkM8tksdmm1WsdYOelYTnt7e6akz/BYjt0+uWvPjMHMPnPujCoqKkbM35gvFOLh3Nbk4+sPH6PLH5+xe8VhEXzoiqW8/aLFqIrgI1ctR0rJfXs6+NI/juKPpZRDAA6rQoXHxuUryinXB7juonP4zP2H6A0nxmxXM+BQd4hD3anfH9jfjd2isL6+mA9fsYQtS8omPK6OwQg3/d+LBGI60DzibwtK7HzwFUu5cUMtqnpmiU04rvHDZ5p4+lgfvcGR180qwJDgdaokdYhrqWuvG2SNjxlIrKrCbWd5uWrTCv79/sM09UeJJHSkhJs3VHPN6lTw3WVTuXR5eSFPL68IIfB4PHg8Hurr6wEymZl+v5+Ojg4SiQQulysjOkVFReO+gJgTLWeX+XdGc5h8vkEZhuTu7W2oqsBpU9Bi+rRERgFK3VZ+/KaNrK0bGScRQnDzxnpu3ph6qHXdoLEvjBCChlInFiHZuXMniyvcXL6iggMdARL6xC8HEohpBrvbfHzh70m+estaVtcWZV3+o7/fNyQuY2kbjPOpvx7i0cO9fOP2ddhzTLHNhVhS52C7n95QglW1RVS47WNSumfC9iYfe1oHOd4bTrm1hn15BlDusfHlG5aBYuFf/niQwATfrypgy8ISPnhBOW7iFDutfPa6lTzwUg+D0SQb6r1cvnLmgjKXyvVbrVbKy8spLy/PrB+JRDKCk7Zyhs/Lmc2CneY8mBSmwMwS+XaRaYYkoRmUu6x02a1oukEkObXte2wKZ9d7+eS1qyYc5NOoqsLK6lPLDS8r89YLFxLVdH7ybBPRHI4jqUPHYJRnjvVNuO/mgdiE2zFkKjvukUM9XL9+et0aR/O7Ha3854NHGB2GsgpYWe3hji0LeN3m+hkNVqG4TosvmrIIbSpJTSeto3XFDs5fUspf9vfy7osX8dnXrOTbj5+gM5BAUQQlTisOq8AwJPUlDt5y/gLOW1zK4EA/oVDKGqossvP2CxumfXyjSTfI0gyJJU8iO5qZXE8hBG63G7fbTV1dqv2ApmkZK6ezs5NIJNVPp6WlJRPLKcSgbs6DOcX8O6N5SlI3aBlKY11U5sRmUajx2tndOojdInIa1NOUORVW1RTziWtXsKqmKC9vdZoh6QsmqPLY6fDHxgzO4xFO6hzvDU24TLXXzsAkEw+FELT4pp7iq+sGH/vjfp49PoBFgfdeUk+5keQrTx8b9/iTEg50hfj8/Yf5xsPHWFTuIJrQiWqSdfXFfOLaldQU51aDbUWVe+iFQ6IZBigKqmFQ5LBww4ZaFAEdAzpHesK86qwqrlldSVI3SOqpAd5mKbxL0JCSnmCcZxsH2NbYS2NvmAX7DrCmxsMbtizA68jf8FGI+IjFYqGsrIyyspQbdmBggM7OTqxWK52dnQSDQYQQIzLW7HZ7XtpmmzGYFHPujOZLxdzRjLZgQvEk9+3tZFfzIF6njdXVbuKapMxt4/JVFXjslmHLavz3Q8doHoggJSyvcrOo1Mn9+7uIJnUSQxHibOnF6c+dKiwoc7FxYSnvuXQxDaUzKw+ePifdkPxmWytPH+tnIJxAyzGEpiDwOiYumvjft5zFzT/Yjj7B+OOLJPnW4yf41uMnAKjy2PjDe7dQ7c1+flJKrvvu1hEW0pcfacnpuA3AH9fZ13FqUmTbYA/7O/z8/t3nU+aePK12VU0Rt2yo41fbWknqBoKUcJxd50VVRMZacFhOvWFbVYWJvIATDdJSSna2+tnR7MeqCi5aWsqKKg9N/RG6A3Fqi+1ImbqWhzqD7GjxsbM1SDiup+rQCbAI8MUD9AQT7GwJcOs51Vy5qhJ7HsRuNtxX6QzU2tpaamtT1u5wK6erq4t4PI7T6RwRy5mqlWMKzCnm3xnNUYQQJJI6jxzs5r69HTxyuD/rsmUuKz9980bOGoqJ3Lenk5N9Yaq9qUyZAx0B/rqvE5uqUOK00ReMY5DKGDLkKZERgNMicNmt6NLg52/dxOrq/Fgsw2n1RfjNtjZ6Q3G0iZRgGFYBNhVWZ5k5nmZlTTEPf/hCbv7e8wRzzOTtCSW47Ycv8uRHL8OSJfh/oi8yqfttqrT54nz574f56q1n55Th9qErl7Gg1MnDh3qxKHDFqgpe6gjS5osipaTYaWHTwuIpHUO273Zna4A/7ekiGE2ypz3ID59todRpwUBgVSAQ01lU7iAY1QnEkgxGtJEZhDJV0LQvrBFNRjCAE31h7t3ZyddvXZPXCZqFYryBf7SVI6UkGo3i9/vp7u7m2LFjGSsnbek4HI4JnyGzFtkpTIGZJRr743zid/uJ55CPOhBJ8pZf7ORrt57NRcvKaBuM4rSd6syoKIKEJnHbUoOYGFIWq6qgG5LkUOnjYofKkgo3/phGVZGd5ZWevIuLlJJvP9ZIdyCObsgRFtRoi0oZ+kwoApdNpb7EwfXrJo+bLChzU+YU1LvcHOkO5ZTM0BfS6AkmqCsZ32UViM08rXs8/rq/h5i2j2+/bvK2y6oieO3mel67uT7z2eUr4xzvCaEIWFis5s0NtbPFjy+U4PmmwYw1GE0msKtQ7XWAgMbeCG6bii+iZc1Wk0AoYeC2qSR0g5c6g7zj1/v41u1rWTKF1PMx250jtciEELhcLlwu1wgrJxgM4vf76enpIRqNjrByvF7vCHEwYzCnmH9nNAf50dMn+J/Heqa0TjCu876792JT4JaNtUQSOl6HBUnKN+62qcSSOk6risMiCCdkJoW41i64alU529rCGXH53PWrsU4xlbd1IMLjR/qA1Nv1wrKRA4gQgnBS8lJHAEOOndi3ZaGXi5dXcOvGeoSQ/PCZZo73BPHYLDhtKm+7cGHOmV8em0CTRs6ZculrkY01NUUoZE/7nQlPHunjeE+YFdOYXFpZZKeyyI5hGJmgdD6wWwT7OwJjXI0JHcIJHZsiSCQl/mh2cRmxnmZgUVTsFoVo0uCHzzTzH69ZiTOPmXxzBYvFQmlpaWZSdtrKCQQC9PT00NjYCEBRURHFxVOzONOYLjKTafHWn2/nhSb/tNdPGHDvzk6uO6uS7mAcEFy+opJzrvDyyfsOEYolsVlUbtxQi9Oq4rFbWOUMsWlFPR90e0loBsVO65TTa0/0hfnEnw8Q1wyklPx2WysXLitjTU0R16+rwT0UI7KI1CAt5MjBWgFu23QqxRngU69ayYm+MJGETrXXnnpzzpErGyz8aH/uA+7lq8onjIU4rCr3vnMTd/x0V95LtGiycBbSREwUg7liZQXff6pp7Dqk6pBFEgZWVeRkYQMkDYkhJQ6rgtOqkDQkA+Ek9SXTE5i5YsHkwnArp6Ym1e9I13UCgQCBQIDe3l6i0SixWCzjVisqKppQQEyBMZkyH//d3hmJy3D2tQf40/suQAjwOlJNwR79yEV0BmKUuWyZAR/ItAXw2C0wTdf4X/Z0ktQllR47bYNROgNxHjnYw64WPy+c9PHVW9ZiUVJvxhctLeMPuzoYPr4ZwPefbuLatdU4baljUxTB8qqpv9UbhuSR5iTxHNvTK8A3X7tu0uXWLyzj8Oev5mDHID94uonnG/sIjJ0rOmUsimB1zeRp39nQdZ1YLEYkEply5e1syy4qc7JlUQlPN46sVSeG1ilxWqj22jnSHSI5ZOZMZslYVYHTprKswoUAPPbpWy9nksCMh6qqGSvH4/Hg8/mor6/H7/fT29tLY2MjUsoRsRyn05k5HjMGYzIlHtjXwX0HevO2vVhSp9g5so+9RVVoGKc5VL72pyoilaoaiGNRwGZRqfDYaOqPcLAzyPr61CD6mVev4lB3iH1tAQSpiX9uu4WBcJwnj/Zy3dkzm58yGE3SHszdzpBAY19kzMTRbJxVV8IXblrLl/52kEQkxK4eg/5wgkSOCQuj+fIta0YIfrpA6/BirE1NTSMqeycSiYwFkm77YBgGsVgMu91OSUkJJSUlWWeow+Spvl+9eTVv//VejvWkshE9doV3XljPdWfXUuSw4LCq/O2lbr7+aCOBuD6hwjgssKzChWto8unNG2oodua/jXI+me1SMU6nE6fTOcLKScdyGhsbiUQiOBwOnn32WTRNIxbLb9LJXMAUmALxufsP5XV76+q9Ob995WNS59WrK9nW5CMU09ClRAHK3bZTb1yGzOzHalH53uvW8+rvbkWX4LQq2FQFiTrjIo4Abps6aU204QgBB7sCOQsMpASxyG6hLyxpKHPhdVjoC8bpn8LxqwI+cK6Xeq2bF19sRdeHyusMq+adFg6r1Yrb7cZut2c+Hy4c6RiMzWYjGo0yODhIR0cHwWAQq9WaEZzRAeaJ7hGPw8pv376JHc1+/LEkS8pdrKwa2er4xvU1rK72cO/Odp482k9PeOz5OyyC8xaV8O+vXok/kqTUZc1kOE6X2Zplfzpn8quqmvneIHXOsViM/fv309XVxete9zqklPzsZz9j3brJLfAzAVNgCoCmGwQTuQ/wkwWbXVb48s1nz/i4psJ5S8r412tW8MfdHQTjWiqoqwoGwglKXVZW14x0dVV5HVy1pornGwdwWFNvtXaLYHX19F1FaexWlUvrVR5qzk1mFCFoKMl9jo+UEkPXuG5VEd96rA9dSWATOuurbZz0QbNfmzBOU+FSeO26cm5aV0lZkSsjGNl86v39/ZmaWrmQfhNOZzXF43EGBwfp6enh+PHjmYErl0wkq6pw4dKJK4ivrPbwmVev4taNQb75+An2t/lJz3VdUGJjZVURt55TQ63XTu0MhWU2mWvVlNNWzpve9CbuueceHnjgASwWy4xdZUKIrwE3AAmgEXi7lHJw6G+fBN4J6MCHpZQPzWhnk2AKTAH48XNNOS+rCih2WBiY4E35/EWllHly74mRr7I0Fy8v5+Ll5SQ0g7u3t7G3zU9tsYO3XrgQj90yZh+funYVX37oKI29YRxWhZvW17KhYXpZNaN53Sob3ZqVPe1jm6kNRxFwxapyNjd4iUQiI1xTw//F4/ERDeZiuuBH+2I0+nQUVcNtU2j3SwZjpzLXrArjzvDvixi0hWBpQ11eznUy7HY71dXVVFdXk9QNHj7QxQsnAxQZIZY4Y/T391NcXExJSUmm9fZ0WFtbxKeuXcHBziDhUACpxSmvqKah1Mmqandez+lMj8HMdD/pGIzTObPJz0M8AnxSSqkJIb4KfBL4NyHEWcCdwFqgDnhUCLFSSjkVB8GUMAWmAPz8uebJFxpicbmLSEKDCSqdVBbn5aabNjaLwlsvXDjm89EPUbHLypduOgt/LIlFUSjKYykRgO/cfhaX/e8LWa2JhiK4fYWNsyvC7Nq1a4RbKt26Ot3Aym63ZwLoHYNR/vWPL7GnZ6igZFIyOE6BzYnK3zxwoJfen2/nrrdvycepAhPHDALRJPfs7OD+/T30BOMoisAiJFct9fAvr1pDIhLC5/PR3NycCS6n3TNTaeC1tMLF0goXvb0KoVCIJUsq83Fqp4W5LDD57AcjpXx42K8vAK8d+vkm4B4pZRw4KYQ4DpwHPJ+XHY/DnBOY+VAqJpxjupPHrnLzhhp+9WLbhMs19oSmdNMWqvdMLiiKoNQ1+QAmpZzQukj/nG7dEIlEaD1xhLef4+Fne8bWL6susvHDt2xkWdXUXHJ7Wgd576/3MJiHls4vNvl5cH8Xr1lXM+NtQfZnwRdJcMdPd9EbSIyJTf3lUIDW8GE+f/1Klg+V5Nd1Hb/fz+DgIG1tbei6nslkKi0tHdNLJakbdAXiqXUNyeHuEL5BP0u9giV5ObOxzGal40Izx0rFvAO4d+jnelKCk6Zt6LOCMecEZrYpxI1d5rbSExp/HoRNgQWlLhaWOXnXJYtZWunmp1snroGlGakSMOocfv6klGiaNkIcxvs3vALzaAvDZrNl3rDT/9L+6K1bt7J582Y2bZL4OMDDB3uJJfWh1gEOvnn7+imJS28wzu92tvHDp5uITzNbbDw++oeXaCixs76hcJ1Sv/n4SboDiXEtOV1CMK7x7Sea+O9b1gCp4PLwciiGYRAIBBgcHOTQoUMkEgmKioooKSnB4S7iD/v6ee6Ej+O9YWJJg2qvneVlVnZgUFMbYdEMZuxn4+XuIpNSTqmB3tVXX81jjz320jh/+rSU8j4AIcSnAQ34zZQOJo+8rAUm/aaf75vu3165kn/504Fx//bJV6/iDVtGllHfsqiERw/3jTtg2FTYsrhkShMl83E+Ukp0XZ/QukgkEoRCIbZu3QqQaVk9/F9RUVHmZ7vdjqqqMzo+IQRfumktV6/upXkgwtIKN69YUYEyhevT5ovw4Xv3caBz4krO0+X2n+zk9+8+l/ULSvK+7WhS5+njA1ndhAIodlhpG8ye8qooyohsJsMwCIVCDA4O8vfnD/P3oxGagqnq0QBtvhjBaGqC0Hvu3s9N66t550UL81LkcjaZywIzVR599FGArJk/Qoi3AdcDV8lT7ox2YPjgs2Dos4LxshaYQnH9hlpePNnP73Z3jfhcAZZXjA2O3rapnsNdQboDcRLD/PxWBS5fUcn7L5u6Y2I8F9l4gjFaOJLJZGZdVVVHiIXdbh/Rztpms7F9+3YuuuiiKR/fTFAUwdVrqqa8XjCW5P69XXzj0eMER/d2zjNv+cVOdn3qyikJXy60+WI4LErWytklDoVALMmyce6zbKQbc3m9Xjx9FvoOnCQ5LO5rAL6YgUMBgyT37mjHH0nyyVetyCzT1B/h/55u4kBXiCqPjXde1MDFy3JvcvZyt2DyiRDiVcDHgVdIKYeXv/gr8FshxDdIBflXANsKeSwva4EpVKxCSsmOlsCY9OMyl8I5DSVjlr90eTlvOG8h9+xoIxzXsFoUllW4+PAVy1m/IPv8F8MwSCaTYyyL/v5+BgYGaG9vHxHHSE/gGy0aXq8387vVap2SqZ7Lg7S9aYC/v9SNBK5fV8OmhSXsbhnk4cO9GIbkytWVXDBJ6+SZ8o8D3XzrseM09UcLUn9sNNFkqoXBmy8YmxwxE9x2FY/DQh2SDn9iROVsIaDUqVDhsfPhK6YXLVlY6iCUJYYYMyA5lFX35z2dLHJrXL+hnsGkhQ//7gAnh/oVNQ/E2N12gLeet4APXbEkJ+t7Ps2DOd0CA3yXVA2PR4aO4wUp5fuklAeEEL8DDpJynf1TITPIwBSYgghMOK4zEE1SWWRjMJpEM1I33atWFo/bKMqiKrzj4kXcfE4NLf1hrOhUuRR0LUprq3+MWyrbBL7h2VIej4fa2toRcYzTwVNHevn0Xw/iCyeRwB92tXN2rZdQXMNuVVCEwotNPj58xVKuWj11qyQXHjnYw5f/fgR/LLdCjvni1wUQmFqvnWtWV/DwoT6WVVgIxjVKXVY2NXi5ol7FahGsX7FoyoVN0yyrcE/Yz0cnJWQJA544GWZVcSv/OOqneWBkkoRmwD272mkod3LbOfnpNAqpOWYtA1GKHBYqi6Y2B2cut0zOJ1LK5RP87YvAF2frWEyBKYDA2K0KnqFqx9VFDjRdJxBN0uCWtLa2jpmLMXw+htVqRdhs9IVPWRjp1Nrhge+JbuB4PI7L5cpXTv2M+NbjjfSGkhmXjq7DrrbUXBanRbCowo3TqvKn3Z1cvrIybz3v0/ijSR4+1IOiCKyqIDqLNSiDBSh4KYTgPRcv5NyFJXQF4iwodbC+LtXjp7095U6frrgA/P1gL4pgwgZvcqjnUEfIYPGyFSyIdGMcOTlmuXhS8vCBLm5eVzXpS85kg/9AOMH3nmoa4Xb22hXec/FCbt1YS9Ekjety2Ue+mAMWzJzBFJgpCszwOMZEGVPXL9S550iS/kQSgeCcKpW1pam+5sPjGHa7HYvFkvcbcqbCGU/qPHm0j12tg3QMxogkNBaWunjj+QtYnmO2VkLTOd6X6vo43tFENcnJ3hBVXgflLiuabqAq+bW2ogkdq0XgtKrEk4WNu4ym3D39We4TfX9CCDZPsRFZrgxGkzitCqHExLaeAXT6Y+xo9nHZ8jK++fjJMaIkBKAl2L17d6qg5lBiQXFx8ZRScp9rHOAz9x+hNzxSsANxg68/3sTXH2/i1g1VfP761Tlvs5CYAnOKl73ApCvXTpYtNbwQYXqSXrqO1PAJfOl/FwnBzX1hjnSHqPDYqVFDaJrGwoX5dZlkO6+ZCEw8qfPmn+9gX3twlDD4uGdnO9+6fR2vXFs96Xa6AnH0SVKAEzr0hZO8ts6bc2+YqVDislLptrO0wsWxHoP+SPb5LtkC59Pl1WdPfo3mClJKHj/Sx8MHe3LuSpo04BuPneS+923h1nOq+cPu7hExIZtF4V2Xr+LcRSUkk0n8fj8+n4+mpqZUx86hagMlJSVZ03T90SQ/eLZljLiM5k97exgIJ/nO67LX8DItmNln3gmMlJJkMjnpfAxd14lEIuzatQuHwzFutlS2QoS5sqTCzZKhbJ729vAkS88ef9vfxZNH+6jxOnjDeQuoKR7Zl+U321rZ2x4cd11Dwj//fj/bl5ePqBg8HqlKu6BlMRwEqX4yTovg6rMKE39xWFVev2UBf9zVjsduoXmga1wRmclwUGRXCMZHvvEvLHXwzosXz2CrU2eqcymG86m/HOaBg1Ov/t0TSnCwM8jHrl5Oqy/Oif4Imm5gVRXefF49WxaVACnXb0VFBRUVFUBqYmEgEMDn89Ha2prpEpmuq5ae/DkQSZLIdgON4snjPr77xElu2FDDorKx7mFTYGafOS8w6Ql8k7mlJpvAN9rCsFgs7Ny5k7Vr1+Jw5N74arrM5uz6iW7uT/35AH/Z15UZUB861M1dbzt3RDXc+/d1jb/yELpMxVY+dd2qCZcrd9uoL3Vyom/8Ojgem4LTrrKmxou3gKXea4od/NMVy0hoOk8c7ScQTY4I9qsi1b44Oc0Jl+cuKuXzN6zhyaN9HOsJsbTCze2b62cUC5ktDCm5e0f7tMQlTTSh47KpfOO2s3j0SB/+aJIN9V42TlCHzmKxjJj82dzcTDKZJBKJ0NHRQTKZpKioCKuriPhENXpG8cOtrfxiWxsfuWIxbz5v5HwzU2BmnzknMH6/n4MHD44IfFsslhHWxegJfGnBmOqXOluDvpSSfxz2sas9yMqTBm+7cCFep5VwXONYTxhVSb1px5IGi8tdeanhNd55vXhygPv2dYGUqIpAAu2DMZ440sudWxZklmvqn7xz5C9faGVPq58PnpX94RdC8IlXreSDv91LwkjNA7JZACmwWhQWljqoK3Vx/uIyyifoPpkvbBaVm8+p5f59nRgyZY25rArhhI7LqtAbTmAYU3OTuSzw5gsaqPY6eN25CyZfYY7w2OFe/rK3k12tQYK5dnIbB6dVZVllykovcli4ZcP0yuQIIfB4PJneKYZhEAwGGRwc5NoGg+/3576tuCb570dOclZNEZsXlmQ+n+1+MCZzUGCKiorYsGHDlDv5TYdCC0yXP8pf9nZx355OWn0RrKrg+dYoTx7p5U3nN/CdJxsJxDTiSQkC6ksclLpsfPGmszIP7XQZfV49wTifvu8QmjHUrVCXWJSUNRIdFfyO5PjGuK89wI81hcsuyb7MK1ZU8vkbVvO1h4+jGwYehxWv08otG2qxWBSqi+xcvKw879lj2fjXa5bTFYjy5JF+FAWuWlfFA/u7URRBucs6ZN0ILlleztbGAWIT5OwW2xW+eMtZXLysYlaOfTJyuZcPdgZ5z2/3459h7TUBuG0K77xorIs1HyiKQnFxMcXFxbx/0SJ+dejZMW7IyXj3b/ax498uGeE2NC2Y2WXOCUx69vhsUCiBCcU0vv/kCe7e0TZisE4aEquic7ArxCfvG9uQrH0whoLg648c4//ecM609z/ezX3X8830BuOZ3yWpIK3donD5ylMD5FSuhwSODk7+0N+6aQFn1RXz6KEeJPDKNVWsmkFL4Znw+JFeHj3Uhy4l6PC7nR2sqSmibTCaap6mCupK3XzttrMJRpN8+r6DvNQZQNdlpsOly6ZyyfIyXrupnguX5j5bvZD0BuMc64/jtluprpFZBfuf7n2JwDTFRRWpLpgbFxSzeWExmxeVcHZtfr7HyQblBz9wPtd8+4Up1Y1LGnDD97fxwD+dX7CyUONxugrNzkXmnMDMJoUQmIcPdPMfDxxmIDJ+1stExkFSl/RHEtj9M/Pdj36IpJT8/UAPSd1AHTbHQRXw9VvXZhIR0uu6bAqRSdJU03isuT2wq2uKZtan3pDsb/Ozr93Pk8f60PVUl8/3XLp40mSD4Xz7iRNoRqpDJwxd83CCt1+0iBca+/CIOJ+5dSMeuwWP3cLP3ro5s25S0zneG0FKSYnLRl1J4WN3E6EZkhZfhAf2dfN80yDJRIJar43upJ3r11WjjLoPgjGNwaiGqoA+yhWoiNT8FqdVYVmli/5QgkhCR1UFmi6pdStcvszLtecsZvko6zqS0FFEys07XSYb/EtdVh78wHnc/pOdBGMaWo6PbYs/wd0vnOTO8xe/bCZaziVe9gKTT378zEm++VjjhJPUJiMY0yitnXnAOy2cSd3g1y+20huKo6c8cZnB5PylpXgcFpJDWT9pfvKmTbzxZzsmjUXYVMHb1+bX2pRSEtcMWn0R/ri7kw5flMoiG9uORul9djehuIbTprKiys1zjf0kdIN/u3ZlztsPDr29p796KUHTJe++ZDF3biinqamJCs/481esFpU1eXpjnylJ3eC+fd08fayf/R0BNF1iEZKBiE5Y6+bsuiKWjqpH5rYpWBSRij8JyfB3KynBqgouW1HO/7tyCRUeG/842EvnYIyV1W6WOqJYLSp1Q+LS6ovyyxdaefBAD5G4gcOq8NqNtXz0qqUFcXdqhkQC33ztWfzg6SZeaJ648dxwvvtMG8vVvkxZJSHEmFbT+WSqQmYYxrSz/+Y6L2uBgfyZs9uafHz90cYZb8eqChpK81MOXUrJfz14mMcP9xIfeuWTkBlYNE3nHwd6aPVFuWNzfeah2LyohBvX1/DQwW5iWV4VFQGfefVKFiRa83Ksmm5wz/ZWfv58C33BOOlalHZLKs1Zk+C0aOgSYkmddl+c9fVF7Gn1Yxgy56KS5y0u5YH9XZmXAAFcu3bqKdK6IfFHk6iKwOsYmWASimuE4zpehwWnrTCD2JHuEE0DUQKxJKG4TkKT2Cwpl2d/OM7+9iBLK9w09UfY3uzDpqqct7iED71iIf/7ZHNKBAyJx6bSUGKnutjJsgonkYTB8yd83LaxlhvXnZrH09ramjnHbU0+PvS7AyPcv5GkwV3b2hmIJPjSjaunVa4+2zr+aJJvPHaCE/1RBJJXrq7komVlfOPxppy2HUzC+o2baWo8hs1mG9Fqenjnzzw2/JrS+RewF8xpZ36eVY7k00X2b3/cN+NtWFVBudtO+RTaI49H+ryO9oT4857OTOxgNDtaAqysLuJQV5CBcHLEftsGoxQ7rSRCCYxxVrdZFH74bDOf3zLzt9VwXOM/7j/IAy/1MPrriGmnXDmKqqAYBoYB0aRGVDNS9cym8Mb8qetWcqIvTFN/BClh/QIvH7tmxeQrDiOS0HlwfxeHu4K0+qJUFdl51VmVlLps/N9TJ9jd5kcgaCh18p7LFnP5ysq8W8uBmIZhGLQPxtAMiVAglathkNDJtLn++QutBKMaGuC0qLzz4gZ++sb1bGsapKbYjgK81Bmicui7T2hJEvop4RgIJ/jbgR4GBga5bGkRW7s6+dJDx7PeUw8d6uOVa/q5YmX+Eh9+/FwLTx8fIKkbBGI6u9uCFNsVqotsdAcTOW3j/v09bPAolJWVZdoUJJNJBgcHGRgY4OTJVKmb4dUGpttq2hSYU8zPs8qRfAlMx2CUjsDM605JCYoQ3DLD4oDp8/rO441ZBwJIpeluaxrk3EUlyFEOsWWVbloHIjisY+MxAihzWYknDRL6zN/Q//ZSN08c6RsjLjAyTiCkQB0qtIgQBKIa77l08ZT2Veqycc+7tnCiL4JFESwpd2UEKtd74cWTAzT2hWjxRUkkdV44OcDjh7sJRHWGEgIRpMqufPHvRylxWtm4ML8NyOqKHfSGEkg5Mp6iGqmJn/ft7eJQT4jhXQniSY0fPtPMJ69dwXsvXQRAy0CUHS1+WnzRlLvQMLhhfcpyaR2I8Lqf7cpkb/14pw+LYML4R1KXPH18YMoCM9GgnBYX/7A21v64QSCem7gAPHKol/Xn2kfsw2q1UllZSWVlqg20pmmZzp/Nzc0YhjGi2kCuyUfTEZjTWZC2kJgCkweBeezI9CepqSlPxdDxwPtfsYiFZVNzkcWSOtuaBukLxVla4aKMVM2zXa3+SdcNxTWWVrgpG9Xm+J+vXM7xnjBdgRgWJWVGhBM6FlVQ7rahGdBQ6sSu5v6Qj4eUkiPdQZL6xEkFYug/qqJQ6VB54wUNXLK8grPrvFPep1VVWFXtmd4BA73BBOGYRpc/RiSh0x2IjUjekEP/hAR/JMnfXurOu8AsLndRbFfpHtU5NWFAY18Em6oyuuWNBIJxg28+foLqIhvnLS6lwmPDYVF4pnGAQEzD67DwwkkfSytcfP5vx8akBucSXPdFZnZPjEYwNpUepjZfqTsYI1XBPjsWi4Xy8nLKy0+1mk5XG0i3mk53/iwpKck6QXuqAqPrumnBzEfy5iKbwSbSBoZFQKnTygP7e7jlnPqcAqWheJKfPtvMffs6CUY1il1WXDYLVy5xctNqL6FJ0lEFcNOGWu7YXD/GzVTusfHLt23mRF8Yq6qwpNzFs439/OeDR4gldRpKnXzttrNpObR7uqeeOgYhKHVZ8ditxMfJvFNFajLkmjKD+ppKFhQ7uePceqq8py+Dq9pr47EjCaJJnUA0kbW8vS5Bl3JaacFSykwfn/EIxTUOdoVQSZXQH05Ch4SeffJkbyjJh373Eu+7dBENpS46/DGSusSqKgTjGr/e3k6xy8rJgckn3I7HmmlkC040KL9iRRl3vTizxotuu2XKA7+qqpSWllJamno5GN5q+vDhwyQSCTweDyUlJZSWluJwOKaVDm0KjMmEVBdNL2ZiVU+VJ9Ek9EcS2AYi9IcTVI3qddEyEOGXL7TQE4izrt7L7Zvq+fJDR3nmaB++qIYEQgmdMpeVJxqTnFvnxGpRiE8w0Fy5qpx/vipr6whsFmVEavFlKyp4+MPlxDQD11DwumVaZz6SW86pZ397gBdP+kYEjuuKrCyt8nDjhjoqwye56KKsHWJnlfOXlPH8iQEOdATRDSYsb29VlMz9kS57pOs6AwMDmbJH8Xh8xM/pZQ3DwGq1ZgY5r9ebyTYKxTU0Q+KwCqJJmSl9k2vBzkhS8oNnmnnTeQvwRTVimoHbpmIxUllmjx7qQ51m3Gg6a000KC8ud80oMxNg88JipEzMKBY2UavpY8eOEY1G8Xg8RCIRYrEYbrc7p/2ZMZhZZDbzx/NlwXz3iRPTWm907SvdgO5gnKJR8zp6gnH+/b6D9IcTOK0qx3vDHOoKsu3kAAPRU2/HhoRANAlSJaYZE1pBFkVw68b6KR+zooiMuOSLuhIHX7ttHY8c6mZvm58Sp4ULlpbjsKh4nVaWVrh4/vmx/UZOFw6rytsvWkSrL0qnP0bnYJSB6FghtwAVdh1bqIutW/uA1FtxPB6nu7s7U/qotLR0TGFVXdeJRlM13AYHB+nq6uLo0aPY7XbKysqwurzUFjvoC8WJaXpGVRSASfq5pIklJd2BOJpmpAZ4UtlxDquCISXLK110Bqbu7rpvXzfvuWTRlNfLxm+2tY/pDjsV3DaVN22pp79tes9pNoa3ml64cCFSSsLhMAcPHqStrY3GxkZcLldGlDwez7jjmxmDmafkQ2AMQ3Kkd3quhDHHA1iEGJPauqvZR08wTpnLikVVsFmUVMwlPNb1kjRSbiWnRVDstKIbckQL3HRr3YoZZqrlmyKHhVs31k9L9AqBYRgjrIvxrI0LixP8bSBJg9vAbYGOYGqcT9dcW1XlYt2CEq7aWM+aulOFH7du3cqaNWtyOg6bzUZVVRVVValU6mg0ysDAAH2drZzvDdAzIFAQ9IVT2QVFNkEkmZpImpzk1hYCqrypVga/eLGNYFzDY7fgtlu4dFkZxS4rzzQOTvnaZZtkPBHDLRhjaGLws40+7BaFVl9k2uIigP+4bjnVXgf9FPYFNl1Pzel0smzZMpxOJ5FIhMHBQVpaWgiHw5kXirTgKIpiWjDzlXwITD7rAKgCVowTfO4NJ+gNxQnFNRQhcNhUYqMjuEMoAlZVOqlwWXjN2dX8fmcH0aROOoauKgJFpCyY5VXTD3TPVaSU9AQTJHWDMrdthLUlpRzXJZX+ORKJEIlE2Lp1a6Ydtd1uz1gXbrebsrKyzOfnWyxcG4xzqCvV2sCuKjx+uJtDXSE8Tisrqzycv6SU1bVTT0TIhtPppL6+nvr6etaulbyib5Ajrb109Pt57GQUvyao8rqw2aw81zjIRAUZXDaFK1eWc3adl6UVrlSaOLC2xsNNG2pwWhU+ed/hcdPUJ0LT5YxmzT9yqI+/7O2m3G3lcFeQ6AzKpjWUOrhgaapi82zP5BdC4Ha7cbvd1NfXI6UkFosxODhIe3s7wWCQ3t5eHn30USKRCPF4PNOmYL5gCswMBSafs5bL3Da+dcfIhknBWJK/7u3EMMAf1bCpgkAsSYnTSjihjxG42iIbr99YiVUVfPDyJXgdFn6zrY3eUDyV0ipT+/nUdatYXJ6fCZ2nk3T/n0QiQUuvn19t76CxP0qxTcGpSkrsYBcGK8sU6j3qiIrcdrs90yzObreTSCRoa2tj/fr1Oe+/ssg+ojf8+UODWTypp0TKUrgZ2kII6itLqa9MBaEvbGzM3NNdvQO4NcEz7ZKYRiYRQVHAogoq3Dbu2FTL2qHKBJevrODiZWUkdTlClM9dWMyOFv+URCamGdzyox18/8511OVYCHP44P9i0yClLitWVaF9MJb7jodhUaDKY+e1G2spdVnH7KOQZNuPEAKn04nT6aS2NjUVobe3l8OHD/Pcc89x8cUXc9ZZZ3HXXXcV/BhnC1Ng5khhOq9D5S/vP5/yUWVKHtzfTTCusaa2iG5/jFDCYGGxnRXVHp443EsooWce/iK7wv+9cSNFMkQ0GsWiKrzj4sW84+LFNPaGGYwkqPY6qCt2TGly4mwjpUTX9RHWRSKR4OjRoyN6AkkpCSUkTUHJP5qSHOnXM2m0NiV1Tc9bUsqaxeX0RpJcsLqGhqEUcMOQ/GF3Bzua+2kodfK2CxdhMYy8DUCF6M45GYqi4PF4qKysZNmyZZy3Ocmhlh5eau3DokVYXOpAOL1oFjcVJR6WVY4MQltVhdGH/d3Xnc2Hf3eAHS2DWbPlxqOxL8pHfn+A3759Y859cdLH4rarDIQTmZc3QcrtOJWmAleuKOWOcxdw3lDDM5ib5forKyu57rrrOHHiBHfddReRyMzc7UKI24HPAWuA86SUO4b97ZPAO0ldyg9LKR+a0c5y4GUtMPliJgFISKXhfu3Ws8eIC0B3IEaxIxVLaShzMxhNUOax8aHLl7KgxMH9+7pJ6DpLKlx84ca1LCh10tUVHvMwpcr/z6wFwExJi8ZEbqp0aq6qqiPcUwClpaUZy8NqtbL15CAvHunlyeO9dPr1EYHtpAGBqE53MInLbiGaNGgZiNJQ5iKhGXzsj/t55vgA0pCoquDxI3386I6JG6hBKggejmuoiphSkc3TgdVqZf2yetYvS8W1YrEYAwMD+Hz9DJxsJt6TcvmVlpbidI7tAAmpfi8/fuN6Ghsbue9YnJ/v7Mtp3wLoDyXoDSVysmKG3683r6/mf584SX8ogaoqqIqeqh2n5y4yDx/x8d5Ll4wZ6Odiuf7hMRiXa8ZehZeAW4EfDv9QCHEWcCewFqgDHhVCrJRSTr8ZUA7M7SekwOTLgjm7zsO+jtCU1lEFeF0W1tcW85Vbz6LMPb7vdUGpi4bSGJ3+KIFYgljS4IZ1qTfxD1+5nPddtpT4UIrp6bBK0n7lbIIRj8fRNA0hBIqijHBPpRvHVVRUZD7Llk3T3d2dmXENqbTtva2DhIfSdUd/jZJU6rddTV2TpG7gsKr4o0le893n6Q2dyo4SGhzrDvL4sX5WO1MbOt4T4qWOADFNp9SZ6sy5oMTJ40d66Rlqe7CpoZgti0vnTOXcye5lh8NBXV0ddXV1mYyngYEBjh49Sjwep7i4OJMSPbpMihCCt5xbxVPNEU70Tf6WLYfWceeYcTh8UF5W6eZT1y7nUFeIcELjkUO97G0PYhgQjGs5pyzfu7ODz7z6VCHU0+0iy0Y+58FIKQ/BuEJ6E3CPlDIOnBRCHAfOA57Py46zYApMHgTmfa9YygfunlotMkOCy6LyXzdlFxeAa8+qoisQw24RJHTJ+YtLuXH9qVIyNosyxs8/0/NKB8MnsjTSHUfD4TAHDhwYIRyjg+Gqqub9wQ7FNFRVwWZRUYUYd+6FAVgUhdaBCIoi+P5TJ9jRPDimiVi6N85n/3YSpwU+GGgiGNdo6guzs8WPYRjUlzqJJnUsisKySjfnLylje8sgtcWOjNttLpDrdU5nPHk8HhYuXJiZRDgwMEBraytSyozYFBcXZwbNq1eV85P+yKQxGYuAt1+4gOJptsKuLXZQO2T53LCuhqRu8NSxfv7jwWM5T1z9054u3nZBAw1lKetsrgrMLGWR1QMvDPu9beizgmIKTB4E5qrVVTlPcEujCOgPJ/jpc00T9rb3OCy899LFDESSWBRB2TRbC6cn+U2UdptInHqrH96iOv3P6/VmhCTdcXTr1q1s3rx5gj0XhmKXFcOQLKtycbDLxkA4QXScOibPN/k43hdGkJpjNFkcIarB1x45TpXHhpQSVU2VuD/eEyamGShC0NQfoak/wjWrKxmMajRMvMkzgtGTCDVNY3BwkL6+PhobGzOJFJcvKeeB/TaCcY2EJtGHKlnbLEoq4UKXqEJw1epy3nRe7i2kJxuUrapChceGZQpWuibh9p/s4P73nzciEaPQFNqCufrqq+nq6uLAgQMvjfrTp6WU9+W8oVnAFJg8Bf7OrnWzvzOc8/JWNVUS8XDX5K41i6qMmdmfJi0aw8XC5/MRDofx+/2ZYDikai0Nj2vY7XY8Hs8Il9VccfdMRn2Jk4uWlfHiSR8XLC5DQbK3fey1TDcUi+faoWqIgXACi5qKs1hVkbJ6ZCoLSwg40RehP5Kk2Dl3HqF8BrEtFgsVFRVUVKSKVh4+fBiLxYIM9/G2VZJ/tCgksXD5ygqkUPnT3i6K7BYMCZGExnVnTa0FQi7Hvr7ey6XLSrlvf0/O2w0nJQ8f7uWNWxbMaQtmKhMtH3300fSPUylt0Q4j3oUWDH1WUObO03EayKfA/PQtm7noq0+Ta8p+TJMIISl1jf0KdF2f0D0Vj8fHBMOHWxtutxuLxcLy5cszM8PnG75Igr5gAlUBQxpjqiIMZ6riAkPxGyEIxzWKndZMsU1FERiGRAhYXe2hoXT84PjpolADqMVioaysjLKyMtaskdwYiQwlDPgIRaKcrFTY2R3Hqlp4ywULuHR52bjbSeoG4bhOkcMyJsV/vE6sMc3AYVFSMTwhWFXtwXm4j+hErWFHoQ/dG3O1ZfIs1SL7K/BbIcQ3SAX5VwDbCr3TOScws/0GnS+BKXbZePbjl3LZ15+ZcHLbyH3Dc8d6+X+/fIabl1uwYGSC4Zn4hcWK02HPORgOqdz6wcHBrNVez3RCcY379nZxuDPA3jY/PcE4+lRnA+ZAkV0hroM14wICmyIwECwud3HThtop3a/xpM5AJIk/nkrDPtIT5q97uxiMJLhwaTk3rK+Z0+njaYZPIGxoaMAwDNauCdLX38+gz4dhdNDYGM3MWE/fq7tb/dz1YhuaISlzWXn7hQ3s6wjS6Y9hjcSoH+ZRO9YT5gfPNhOMaVR6bPzTKxZTV+wgrhlTqnVmU+GKVanqyHO1ZXI+YzBCiFuA7wCVwINCiD1SymullAeEEL8DDgIa8E+FziCDOSgws8lMb7b0JL/h1sUbNpTyi92+nLcRTMLfTsT5x4k437lzHVevSfXiSGgGD+zvYnejH5sa5bq1Xs6tLpnSsc1XugNxugMxXmzyEUsaxJJGzj3ac0VVYHVdMa85u5q1dcV47CrffKyR4z1hVlV7+NdXrsAyzvwOw5D4Y0l03aB5IEo8abCyxoOU8POtzbT7IjR1xvh9y25O9kfpDyXQDck/Dnazo3mA/7zxrGnfl4X8zicanBVFobi4mOLiVDmcdPxmYGCAEydOpATGWcxPdgdxO2y0DsbY3x7g0cN9LK90U+620T0Qo0+2U1viJpLUebFpkBKnhRqvHV8kybefaOILN67i0uVl3L2jg0hy/BppCqfaJagC7txUx4KSU0H+2eJ0CYyU8s/An7P87YvAF/Oyoxx52QvM6JtudDB8PPfU8GC41WodEdd4y5YaHj0RoM0/tZcDA/ine/bzkStCvP8VS3n8SC8vnBzAblEIRDV+u72Nco+NJRWTz2WZSxNIC4EQ0BOMneoRkkOGhZpjAcg0b79gIXduWTAiQ+wrt6zNurxhGBzpCvLE0X5a+sO82OwjENWwqALDAJsqsFoUrKqCkZT0dwfpDZ+6R7Sk5A+7Onn/K5ZSVzJ9t9tciKGNjt/E43FeONpJJBrlRE+AhCGwqQqBuEFnIEZDmROXTfDAgT5W18RJ6pLjvWE2LkiV2Cl1WekJJvBHk6yq9vD1W9fwkd8fwDeqhowAPnbVYr73TAvhhIEu4a7tHRzvjfDDN6aqM8yF6zMaXdfNYpdnOpqmjRGL3t5ekskkvb29xOPxMcHw0XGN9M9Wq3XCuMZjH63n9h9uZV/H1GflfuuJkzx6uI+NDV5eag/QGYiR1AykhJaBMP927Uq2LB7fv/1yYUGJk0qPHcOQQ3WvJl/HqgiUof4sdouCw6oSjKVSrUdnlr33ksV89JrsbQyGI6XkQEeAnz7XxO5WP4G4RiRunOowOSR+AcCqpGb42yQMjFNLzgD+++Fj/O8duZeqmS1m4l6y2+0sa6jG8VIQPRKmyKEQjiURSOLxBF19PgbCGoahUOG2oUvJib4wrYMxSlxW4pqBIsjMqdnYUMyDHziPD9yznyM9YZK6gd2i8t071vLksT7Co3zUW5sGaRmIzKqLbCqY/WDmKIZhTGhpjA6Gjy5e6HQ6cbvdLFq0CLvdntdg+O/fexG/eL6Jbz7aSGyK/psDnUE0Tad5IDJi8NvfEeJLfz/CZ69fzcaG7B0S5+JDlE9sFoV3XbyY/R0BDncFsQyVUhCSEUkWNlXgsCrYLSoeu4WV1R4++5pVVAxVTGjuj9DhjxFLavz6xTYi8SRXLBC8J0dxgVQ22d072jjUFSQQSxJOjGrBMOxXQ0JS1xmnCHaGhw720B2IUeGe3vyRucqCEic3rKvia4+eICwNLBYLNV4rwZiGsNoJJhM4VJ1BXz92m41Kl4VAXKMnmPIWvP3CBTiG1bEpclj44RvWs7PFj2ZINtQXoRuS32zvGHf/BztDlM9Rq96spjzLJBKJCWeHJ5PJTLXS0Wm3RUVFI9JuJ/ri2tvbSSaTWctkzJS3XbiYt124mKa+MB+4ew+NfdGc1+2PJMeds9HYE+bvL/VMKDAwsb9ZSkkkoeO0np7Z//mgosjOt25fz/efOslTx/pwWRVsVgWrorCo3M0ly8uIawaVRXYuXVY+7nkuKnexaKjg5xWrqggEAjQ3N0/pOPa3++kPJQjF9EktKUNCfJI0Q0PCA/u7edsFuc8hSXO6YjC58pqzq7EoCvfs7MA+lDRR7rZSX+JghTtJY8SGsKjEtCRONclVi6HCHWNxdQkrSxUMwxjxEuiyqVy6vIxjPWH+5Y8HOdwdyjrPqcxjg8jcfPkyBWaWOXz4cEY80pZGSUlJRjgsFktebpTZilUsrnDzx3dv5m/P7eauI3C4e/L5Mk7L+OcXNyCapVR/mmzntb3Jx2fvP0jrQAwhUg/3p1+9imuGEgvONCqK7Hz2+tUc6gzy1LE+FJGqbnzNmio806wTNpX7aiCcYE+bn0BMI6EbRCZowJLrRFyrCnFt+sk9c3EAHc61Z1Wyrr6ITn8cr8PC8koXQgj27QtgK2/gqRMBNENy6fIy1td7SSQS+Hw+Ojs7OXLkCA6Hg9LSUsrKynC5XHQMxnjLXXtG9Dwaj5WVLo71zF4tsqlgNhybZTZs2DDvgtSqorCo2Mp9HziXj/1+H/e/NPFksVZ/9k6C6RLrU+GuF5r54t+PjfisM5DgQ/fs54s3ady2aW40+poOa2qLWF7lJqlLnFZl1gbZAx0Bqjw2nj0Wxx8bf4BzKFBRZKMjkEAhNWk2PkE5AY/NwlWrq+bk/Z+v61pX7BhTAFNKyZIKF6vrR1rmNpuN6upqqqtTL0HphmsnT54kHA7zj1aFyCQvXMC0S9bMBoZhmBbMfGS2s63S+/rqrWt5+lgf/vj0ajCvrPFgDM376PDHSOoGVUX2THXf0QNBY2+Y72Rp6yyBzz9wmCtWVVLitHKiL0xCN1hW4T4tJeeny3il5idDNySRhEa7L0p3MEG105jS/RBP6vz9pZ4Je5bEDegeiiMoQuCxW4hr4788COD7bziHVdUeNG3qXbYK7SKbCwxvuCal5Fn/UaSc2PVc6c6Px6NQmC6yecpsCszwfamqylP/ehnnfOHJaW3r97s6ON4bpicQ5/kTPoSQLCp38c9XLs/UXBp+Xif7whPPdNcln/nrQfa2BQhGkzhsKgtKnfzgDefMag2n2eTB/V189v5DY1wrC4pUfr80kVPNN5ddobEvPGGrBgnoBjitgpgm0XQDm8K4k3HtFkFTX6rVwsJSO85p5JwUaiAtdAbWdLYvhOC15zbwqx3dE6agv2NLVSbZZy6iadq8nRQ9/2qITIHZFpjhOK0WPvnKZdPa1lOHe/jhUyf40TMnafWFSWgGR7tC/OrFlnH3Ve11ZMrWZ+PRw330hhLEdMlgVOOljiBv+On2aR3fVNna2M8bfrqdV337Od71q53sbBkoyMz8NMd6QnzugcNEx/HbtwV1PvmXAzltpzeQyHlujaooOK0Kt5xTy03LLRQ5xr7bSQm/2d7GD58+yV0vtrGvPZjbxrMQiGk09oYJ5lh9eLbZ1+7nHb/ayx0/3ckjJ6PTErBFZS5uO6cm69/tCmwuS7Jjxw4ikQgtLS2EQqGCPvdTPQ8zBjNPOV0usjRvu3gJHqeFT993ZErb6Y/qENURQCxh0BWIUeV1cqL3VPLA8H2dXVfEbZvq+enWlintp8UX457tbdy5ZeoZTblyvDfI5x44TEIziGkaPcE4n/7LIT50xVKuWzuydEq+3qIPdAYRZG8S99TRfr756HE+cuWycbPPpJQ8cqiHHz5zMud9JnQDl83CDeurGTjZx8GghQOdwVHLSPqCcTw2C4Yh2d0WZFm1N9PydzKGf+fPHE+Vtk/qqbP83KtXcNXqymyrzjp72/y87Vf70IZeJA51wX7/fu7YXE9lkQ1/NIlAsKDUyepq94Tf+9WrK/jd7q5x//a/t69lzfJUqZgXX3wRi8VCc3MzoVAIj8eTSRg4nRaEOQ9mnnK6XGTDee2mBgxD8Jn7D095mxLwx3X8cR1NM9jcUJzZ13AiCZ0XTuZevmY4f9rTManAzGTg39HkJ5rQiSZ1NCPlQur0x9jeNMimhaWZniD5pLrInmqIxfiZXRL49bZWKjw23nzBwjF/b/VF+e22Vgaj2RMxhmMAhpRcuKyMCo+DgCL4t1eu4H2/3UNMMzK9VSQQjGn0huJYVS+KIokldSD3ALUQAn80yWcfPIYvnMic38f+cpgH3uehfppVAvLtIvufx06gGXLEd7C7PcSe9iMjvhMVeN25tXzilcuz7n9FlQebCqNj/TUeK5cMiQukStqM13DtyJEjkzZcKyTzWWBe1i6y2WSih/OOcxdw3/u2cMHikml/Ib6ozpZFxZnfh4vZc40DNA9Mr9e3Nw9tgQ93BXnbL3dy/fee578ePDwi68dhEYTiGqG4TjRpkDRSlaafOd5LU1/u7Q+mwgVLSrliVQVO2/hXWwDhhM6vt7WO+1LQHYinaohJBWcOng1B6jpubiih2puKaa2t91Lmto1p3BVOGrQPRlGVofXGcaVNRlcgTiCact8ZQ/80XfKtx3O3uApNumnY6Ks7+ncd+P2uTva2B7Juq8Jj40s3rsY+LLV/fa2bRz5yYdZ10g3XFi5cyIYNGzj33HOpqqoiFAqxb98+duzYQWNjIwMDA+h6YWtCmkH+ecrpdpENZ3VtMb98+7kc7wnxmu+9kHW5bFgtgvv2dXH1WWP90TFNz5QsnwqKgH+7dsWky030dtsdiPHe3+wZ6gYpePClbvxRja+/NtXKYnl1agb26KPrDyU51hPiwmXlYzc6Q4QQfPWWtWzbWMc77tqNQKJJMhMl5dB/WgeifOPR4/zLNSOvQZnbhqoqGNJAKJMXOZOAgaB8aHa+lBKZiPK+C6r493+MdVvGNMnPn2vmo5ssHD/sp7y8nPLy8qwTgvtCcY50h2ntjHNRiUa52znmbR7g4cN93N48yJZFJZNcoXHOIY8WTELT6fTHc14+aUB/ODnhMteeVcUVKyvwRZKUT7ExGaSsm7T1AqlB3+fzZRquDW9X4PF48mrNmbXI5ilzwUU2muVVHu7/wPm84SfbCCZyPzZFQGQoaD16X+cuLMVuVYhO1s5x+HFUuvnyzWexonriOTeTPWjbmwdJ6kamzIeUkqeP96HpBhZVodMfw21TiEdPjYip+SKpFtG57meqCCE4f0kZa2qKONYTAsNg9DxJQ8Jvt7eNEZilFS6uXFXJvdtbcw6g+yJJepqP8nzgBJFIhJMnT9I1kMg+AVNRUMoWsmJFGQMDAxw9epREIkFJSQnl5eWUlJSgKArN/WG++1Qzbb4orQNh/nebn4ZSJxZFZOIbaXQJ33+6mZ+/uSTn65RPpJQ8eqSPrz3SSGQK/VwEsKR88rbUNouSsRBnisViobKyksrKVNwqHo9n2kkHg0HcbncmfjNc+KcznsxnF9mcPKvZGvhPZxbZRKysLuL7b9jIm3+xK+d1rKrCRcvKxt1XXYmD/3jNav7fH0Z3WB0ftxU+fMVS1i8onnzhSXBYFEBk3oANCRZFyTSb0nVJtddBMBHJzO0BcNosnL9k4nI4U0HTDYJxDaui4BnmdvrOnev5wN17OdQ5NmNLAqG4zncfO85bz6seUcLoyuo4bfUqDx/XiOZwC3nsKm941SVYVIWtW7eyfv16GvUOFpfHONk/dh5NOGFwvCeMa/MCXC4XCxYsQNf1TBvj48eP43A4eLAZeoIa3cE4wQQYSI70RLJWDRgI5xY3GnMt8mDB/H5XJz99vpXOwNSO4Y1b6lhaMbnAFBK73U5tbS21tbWpUktDDdeOHTtGLBbD6/VSWlpKcXHxtLLITIGZh8zlsvbJKfp9l5S7eON5pzqijj6vqWQQLavy0BnIPnlwKlyyvJwFpQ6a+6Po0sCqCN7/iiWZh3BtXREVXjuGlLQMxNAMA5dN4ZOvWsm6+pECN91BzhdJ8MC+LoIxDYdFYUNDMRsbitF1nSJV4ye3L+ef/3SUbW3jx3y+83QTf9jVxHdfswCPy5EpXfRqvOzsPUFCkyR0g8Fo9u/s67etHdM/5rwlpWxvKqXV1zluDa3f7OpmQZmbN52fSrJQVTXjLpNSEo1GCR09ij8QYiB8qgfKRB67pv4oPYEYVd7Zz5q6d1fnmC6W42FVUtUq3HYL77hwAectzs+LRr6e9fEargWDQQYGBmhrayMcDnP8+PExDdeyYVowJrPOyhpPzssW2QQrqj04bNm/TrtV5VVnVfCPg30TbquhxM6q6iJqcxyAJhNph1XlZ2/ZxJ92ddAdjHPeklJesaLi1P7KXLzzwsU8dLCbs+sMXHaVN53XwOIc+t6Mh5SpbpFpS2MwFOWHWzvoCMQRGJRYDU40CTpqLVQXnaqufef64qwCA9AZgi9tDfDbd63OfLZCOLCpzdgsKavMZU3QERgbK/jIFUu5fNXYHvX1JU7ef/lS9ncEaOwNjysM//P4iYzADEcIgcvl4qJVtRz2aYhgBDkU0J8IA/j8g0f5yi1n4bSpI2IVSd0gkkilvwfjOk6rktOE06kw2m03GqsiuP/952ay3QYjSfa0BXBYFJZXuaccW5kNhjdca2hoYM+ePZSUlGQarlkslow7raioaMxLkjkPZp4yly2YSo+TCreFvolquw+R1OH8Rafe8rKd1xduOpttTc8yEBl/m0vLnZy7qJTVNUVcOkwEZorHbuEtF45N901z4bIy1tQWEUvqFDutOG3jP2yje/qk/6XFJJ3to6oqDocDu93O3l6N3qiOJixIKWiJSVYWe1h19mJWDosvrQbaIirfeLI163HubA1w3pef4Jt3rOfiZeXUlTi5YlUlzx7rR1UFC8vcLCg12N0WzFROePuFDXzg8qVZt9lQ6uR7r9/Aa3+0DX907PeiGRNbbq88q5JATOPbT50gFB+bLDEeT58Y5J2/2Uulx06t14bLZqGhxMHB7hChWJLWwThLyp0U2a28YmUZFy8ty4uL7Kb11fzyhbasf6/yWPmXq5dlxKVlIMo3Hj9BKJaksTdM0oDF5U7++cplnLtw6u7b2SoXoyjKmIZrPp+P9vZ2gsEgTqdzRPzGtGDmKXNZYAB+9KaN3Pnj7eOWFRnOknIn16/PPps5TZHDwi/edi6fu/8gu1pTaZ/pIHOxw8JXbzubBSVOip3WnFwZ+ULTNKwygaHH8fXF6BolHrquEwqF2L17N3a7PSMedrsdr9eb+X34QzoYSfDk0T6ebu2hK2Rgs6hUFNno6Q3x8MEe9rf5uXFDHe++dDHWIdfVnZtqcGohvvhs9jlD/pjOO+7azc/fupGLlpbz3suWUORQOd4bxa4KbjqnlnMXldIfTlDssORUz21hmYv/vX0db79r97h/f9X3XuQv792Cc5xtWVWF12+p58pVFXzs3u0c6Eulek/G4a4wzdYIugEum0IormO3CDRDoAhJbyjBxUtKeerYAMumaU2O5k3n1VNkV/mPB4+NEcIKB3zhhlVcuDQVRzQMg288foLjPSG6g3HSuRR720O841d7+fg1S3njlvo5V2NsPCG22+3U1NRQU1OTcW0ODAzQ2NjI9773PRobGykrK2P16tWZop7zBVNg5rDArK0r5srVlfzjYO+Ey5V57KSkIsVE57Wq2sPd7zqPxp4QH7x3H/6ohk0V/Nu1K1hfP723wmz7Gt56erilkf6XLuioqmpGMNJi4fV6M7+rqsoLL7zAli1bUBSF/e0BDvWGaCh1cm7dWP98U3+EHzx1gr5IgnjCIJY00A2DA20RfDEDAbT7Y/x8azORhMbHXrkys+6mWjt/eu953PrDbROe9zcfbeSi95RT7LTyvsuWktAMrKrI9CupylLDLdu1umhZOXZVEB/HT9bhT/CR373Ej964IevxVHvtfPLiMh5shnv39jFJ9XokEEtKDMhk8CUTknROWzSZ4B+HeqkusrOk3MkaqzHjwVwRglvOqeX5k4M8fKg3IzI2VeH/bbKgS3jXb/ZyrCeMP6KR7RQk8N+PnCAY03jfpYvmlMhMZumlXZvpxI1vf/vb/NM//RNdXV28/vWv50Mf+hC33HLLLB5xYTEFZg4LDMDbL1rEk0d6yVINHoAXTvr48bNNvPeyJTlvd1mVh/s/cAH94SRehyWrW2o8hsc4EokEzc3NJJPJKQnHdPv6/HxrM9989HjGl3/5ygq+/4ZzMn8/0BHge0+e4Eh3ELuaasErkYQTBoOx1Ku9BDQdoobOQwe6+dAVy0ZYGmvrvHzppjV86r5DWY9DG5VCnY/K0w1lLo73jh8H2tbsz2kbSyrdLCoLcbR38iSNie58CUSTBr3BWKoKRLnG6gmWnwpfvHEVFR4bz53wUeyw8IlXLmPH3pf41gNH6QslJiweOvz4fvBMC9etrWJxDinMs8VUXYk2mw2Xy8W73vUuzj333LwcgxDiVcC3SBVC+ImU8it52fA0MAVmjgvMOQ0lfODypXzjsfHL7UMqa+i321p58/kNuOyWnM/Loo6cN6Dr+riWRvqz8YTDMAxsNhslJSUzEo7JSJdA+epDI90rjx3p4/YfbePed53LYFTjkcM9NA1E8Mc0IjGdk/3RIdfPyPhEqnwLdAXjvP4nL+KyqTitgjIlwa2uPq49q4o/7e5gR8v4A/s7Ls4eU5oun7t+FW/6+fip6YbMbfC6aHExL7aGaR9MEJ7CXJNsRJOS4z0hbAnJrXn6Tq2qwsevGVno9Vt/1+gPyZzEJY0BfPB3L/G7d27GNckL0mw959OJVeWzH4wQQgW+B1wDtAHbhRB/lVIezMsOpsjLWmBg7vS5mIj3XraUZ472sr01e3XdYFxjV8sgl4wTnE8LRzZXVTKZynxSFGVEfMNut+PxeEbEOEY/PIFAgJqamlmp3dTcP/78jn3tAdb+5+PcsamezkAUfyRJJK5nXCxRLbXWeJMaEzoc6BpZRudvjXu4bEUF/3PbWl7zvRcJjZoWX+21EdcMwnEt04MnH2xZXIbdIohrY89SEdDqi7GwLHstMSklXoeFz163gocX9fKdp5rpj2SfAe+wDLVxnsA6FgJ84QQnDMmxY8eorKykrKws7993V1hmdYlNRPNAjIcO9nLLBBWVYW4LTJ7nwZwHHJdSngAQQtwD3ASYAjPbzCXf7WT8/G1beNPPXmRP+1gXiiKgwqWy/0Q7lUY/kUgEn8/H1q1bU39XlDGuKo/Hk/l9JhbHbF7DDn/2xlKGhHt2tk+4/kQFLoeTMOC5Y338dpuLJz96Ce/5zR72tQcQSJIGdAcSfPq+Q/zng4cpdljpCydQFcFN62v4j+vXYLNkryg32QB06fIKHj08NuZmUVNVoCcSGBiqseWwctumOm7YUMPl//s8wXH8q6qAa8+qpjsQo3kgSk8gwXi5hYoADQWXHWprawkEArS1tSGEoKysjPLy8mmXTolrBrohcdlUuqZXKg+Ave3+SQUGZq9d8mkWmHpgeCpkG3B+PjYshPhPYEBK+b9Dv38R6JFSfivbOi97gZmLFoxhGGOsjFgsxqfOd/HH/TF+d0zPDJIqUOdRWFFqocxjz0zE03WdzZs3n1EiOhm9wenNQh9Ort921IDHjvTwT1cs4+53bUE3JBu+8PiILcQ1SU8odUyGLvnTnk6cNgv//upV0z6+z12/mscO945raZXkWLY/jU1V+O3bNvKOX++lP5zEkClhsVsVPnz5Yt5wbj3BuE44rvHXvV3cta0dqyLpj6YcVSpQ7LKSSOosKFIoKiqivLycJUuWkEgkGBgYyPRX8Xq9lJeXU1ZWNulgGU3qvP+e/ewf6nfjsatkyZzPiSNdoUmXKXTDtJns5wyqRfYz4E/A/wohFOBOUhZTVuakwMzWoHg6il1Go9FxxWO4q0oIMcZVle5Z8e9r1vBxA3a2+PnbS10kdXDZVGqLHdywZREum0osFkMIMePrGEnodPqjWBTBwjLXuNubzWtYlac6U7nii2i0D8ZYWunGH02OCOyPhyHhkUM9MxKYCo8Nt10d02nTbVM5f3HJhOuO9z0sLnfx2IcvyAhJdzBOjddBzdC19DoseB0W3nPpIsJJnaeODaDLBHHdwG5RsVsUypxWLqgbOXDabLYRqbeBQID+/n5aWlpQFCXzouN2j+zlIqXkLb/Yw+GeMCqpasnZ5mXlinWSZnrZrk0hmAO1yNqBhmG/Lxj6bMZIKZuEEP1CiI1ANbBbStk/0TpzUmBmi3wNjoZhZI1vpDOtACKRCIcPHx4hHKWlpRkxsVqtOYmCDXjFykouWFJG21A/+IZS54SumanSE4zz9YePcagrgG7ApoZiPvOa1XnJlpouV66syMnFlS8UadDmi7K00o3brua0X69zZrEJIQT/cf1qPv7HA5n9WRXBf16/EiWHeyPbS0BaSLL11xFC8NGrlnHNmipeODHA/s4gDouKosCmhhIW0DnhPtMz2ZcuXUoikaC/v5+mpiYikUjGuvEWF3P1d3cwODShNF9F8G/IYQ5Y+jhng9PsItsOrBBCLCElLHcCb8jXxoGfAG8DakhZNBNiCswEAjNcOMYTkLRwCCHGTAAsLS3NfJYWjq1bt7Jx48a8Hb/dqrKscuwkuHw8SL96vpmdLb5U9lYkyX37umjqC/PtO8+hzJPf8iG5IITgkcN9syYuAL1Rg/hQ5tzhHNwwFgGfzKG9wWTcuL6WSreFHz/ThKKovGFLHZcMFTLNRlwz6I/olEaS2OzGmLpnubKuroh1dUV0BWL0BBM4rCrLKlzs2zt+x8jxsNlsmcKQhmFkrJtP33+YwVwqgw6R68vEDesmn5w4l11k+RQYKaUmhPgg8BApL+fPpJS59QDPjT8D/0mqC96kwvWyFBjDMEgkEoRCIeLxOC0tLSPEY7RwDA+Qp4XDbrdjs9nmbIxjppbZkZ4w0YSOP6ZlCjFubw3w1p/v4P/eeA4LymZ/7sHzJwZmfZ8/fbaJq1ZXs7VxQk8AqoA/vPc81tR6J91mLvfMlkWlrK9xjcnWklLSNBBlX3uAnmAcp1Wl0mPluRODHOsIkdxzhHKPnWXlLq5cXcHmhSXTukdTbrRT1s50B2hFUSgpKWF7V5Lt3R05reO2KjSUOWgZiBIZ3UNhFGVOS6YVxETMdYHJZwxGSvk34G952+DIbSeEEE8Ag1LKSY3QeSUwaeEYz1UVi8XGCIfVakXTNIQQI+ZxzGXhyIWZHvtAOMFgJEH/OL7xxv4IX/j7Eb575wYsqpKTm1FKiS+SRDckpS7rtN+uH9if3U1TKI71RjjcFeCxQz1Zl1EF/OsrV+QkLjMV/udP+vjD7k4GwkkGo0nK3an+9bphEI/q+DVJuz9JXDM42hvhwiVBlla6qPU6WDVJb/tCcaQ7xLeeaMJmEWhZexylc/wgkjRYUOqkP5QkmkxOaMX89m3ZqxuM2PocFph8zoMpNEPB/QuA23NZ/ow4q+HCkS3OAamB1WazjXBVFRcXZ34fLRzJZJLdu3fT0NCQbddnLNMdyAYjSX71Ygu+LH1DDAknesNsa/Jx0STdJhOawfHeEL96oYWdLT7iSYOqIjsfu2Y55y+dWjFN3TDIsbfXtLAqjFvDS9MNOgajHO7JXmn5k69ayZsvyP/Ey9H4Ikl2NPuxqql+OhVuG0nDwBdJIg2dwQhIYaBJONARxGO3MBhNUFfsJJo0OHdRMW85f8G4Nc0mYyYD9NGeMIYhaShxcrQnnEUwhiUCAJ09Pr50RRm/OhBnb1cE/6hWCCrwrTvWUl+Wnzpp+eJ0u8gKiRDiLOAB4M9SymO5rDMnz6qzs5PW1lYSiUTmC7PZbCPiHMXFxSPcV9O5+edqmvJMmcmb2tGeEOG4numZPhpJqqz7S+3+CQWmYzDGb7a18uTRXlr6I2hGagjpDSX54D37+fi1K3jtptyLFQ7GC/s9ZZv0Xuq2sbc9gJ6lzPwdm+sKIi7j3ZdJPdWiOX3FFCGIJVLZYeG0K2nofzEdYhGNvohGS3+UqiI7zyQ06rw2blhfm/fjnYgSpxUhUtleK6vdtPmihCeo4GoRcP6qOlY2lPBhZx8H2xIc8lk4GVLwuh3curGOzQtLcnKNpZnLFsyZIjBD1QCylwYfhzl5VmVlZXi9Xmw2W6Z4YCGYrwIDM3PF6IYkOl5T9yGEgIOdQTTdGPcaJjSDv+7tZDCSIBzX0YxUWQ8BICEc1/nTrg7OritmTe3ELZnTOHJIRc0XYuif16Hgsqk8e6wPVYzttbK2toj/uvGsMeuH4xoP7u/GH0ty3uJSXjg5wEsdARaVubh94/QH92KnlQqXle5ADKsiaB6I4IskiU8Sp4jq0DwYp3kwTouvkX3tQW7bWMuq6twnSM5kgL5waSmbGorZ3RZAkIrvfPTKJfxkawt724MjrqsALl1RxrsvXojHbqGsrIxVK+FV0Sj9/f309/eTGDhBqzGydXQhj38qzIUYzFxiTgrM6NLrhWK+CsxMHqTllW7+IZmwJlR/KIGiCILx8a2cSEInpuk4rSqacaq+VOZKK9AbTnCsN5SzwBz1zbyu1mRYSJ2326agGRKnzUIortExTp+WBSV2vnfn+jGfh+Mad/x4Oy0DURL62GP+8bPNXL7AwgUXTP347BaFV62twmlVONITJhhPktAlDotB/wTdNIfjixr8eU8X/zjYx2vOruSjVy3FZins4GZRBJ97zUr2tAUIxTVWVXuo8dq5bEWqM+fe9iCPb3+JtauXc25DMWXusTFQp9PJggULsraOTs+7cTjGT8Oey6VizH4w85T5KjAw/QeqzG3jznMX8MD+Dvyx8Qf1uA6RhIYjy8DksqlYFIVStw3DGLsNq5IaLAcnqJM1mtagjsLEwjdTrGqqeZsuU4Ux40kNQwoUIVAVEIpE6uB1WrhgSdm4c4J+t6Odxt5scYYUT7ZpvOtXu/jXV65kVXXunUsBSl1Wbj6nlnBc49fb23n0cB8JTWcgquecwh03QGgajx7po8Jj5105FO6cqQWgKoLN4zQJE0JwzgIvyU4rW9aM7fo57raGtY6G1Pyy/v5+Dh8+TDKZpLS0lPLycoqLi0dYN7NlwUwVwzAK6qk5nczPs3qZM9MHaUW1mxVV2Qc+SaoVstOmjivSNovC9euqCSc0ErpEFamaVmm89tSEv0WT1NUaTqVLxWVTKKSnLD15XjNSLZCFUNCkgdOqoCgCBQW7VaHMY2NJlhLxv3yxJaeB/pnjA7z+p9t58mj2FtaTtaKu9Nio89rRpZzydUnqqVIyu1r9WeNLZwoul4uGhgbOOeccNm3aRElJCT09PezYsYP9+/fT0dFBPB6fsy4yOLPqIk6FOWnBzNUZt/lgNn3B00UIgXeSKsEe28R/X1zh5vqza3nscC/lMmUVBGMaCc1gYZmb1TVFrK7JzT0GcEGdhWNRN48eyT4gzxRj6F+Vw4JmGMQ1nXhS4nRJHBaFhG5QZLdwdl0RiyvclIyatR+Oa/SFcq+XFo7rfPLPB7j7nefSFYijkKoTpqoKXpvgeHeAcFJSU+zgrBpPpvMmpCyCq1ZVYEiJogiiCQNfOIkByElcnJnzlaTEcx6NbaqqZtoVSykz1k1jYyPRaJTGxsZUVQGvt2BWw3wVi+kwJwVmvnImCaecZBvPNfaTHCfGMJyFZU6qPHa6AzHsFpWExUBKOH9pKbecU0e1d3x/+XgoQvClm1bx6H8XTmDS9IRHuu4sisLSMhcuu4WNDcVcvKycVTVFKKNGZrsllT6cnKRm2XAGIkkeO9xDbyDBE8d6Ccd0vE4LNougzmuj2O2gyK4SjiXHZO0VO63cdk4tV62s4OcvtPLgnnZ8SYHUJ++rooqUK/O1G+tyvl/OtIFTCIHb7cbtdlNWVkZTUxNer5euri6OHj2Ky+XKFOi02/NT5262XiDPFEyBmWXOBAsGYFVNEc8c62ec1iQA9IWTbG8axDlBHMvjsPDxV67ga48cYyCcoLLIzvsvW8zVa6bXdzyXWlz5RgH8MY0qr51Pv3o1pa7sZXIsqsI/X7mMbz7WSFzLPVr05Eut7OtOEBtK5R6MJEkCx3siuCxQ5FDo9EWoLnZQ7LBSMaxUjxCCUreN69ZW8cj+dmRCjlt2H05lxxU5FNbXe3nPxYs4p2HqbbLPRKSUqKpKZWUllZWVSCkJh8P09/dz8OBBdF3PtB/wer3TfkZNgRmJKTCzyGwlFeTjBn/7BQv5w852+sLjB+IVAYORBJNFUdYtKOYnb96IP6pR7LTOqCCnw6qyvNLF8d4ZNA+ZIlaLwKKqDEY0njvez/UTzCHRdZ07NlTwzJFunmsK5LyPRl8yU45HAukrrktISEFn0GAg4kML78Rid7JpUSk3bFw0orDmmpoiXr3MxqNtgpMD8TFxIBVYUGrjvMWlXLGynHMXlU5rwmUhmI1nYvTAL4TA4/Hg8XhYtGgRmqYxMDBAR0cHhw8fxuPxZKwbmy332numwIzEFJhZZDZvvJk+tCVuG//3hg2859e78Y0zi9rrsLCypohg2+TlW2wWlcqi/Axmn3zVSt75qz152VYuaLpkcZkdu1XQ6w/T29ubqSaR/pcuQZTuCLq7PXvn0fEIJsfv5mgAMS2V0RbR4ZkOUESUZ1uiPLC3g3dvKWfDkhpKS0tRFIXzam34FRcd/h7SPcYUUqJVX2Ll+nU1vOX8hknbC0+GlJKDXSFafVFKnFY2NRTntZJ3IZhs4LdYLFRVVVFVVYWUklAoRH9/Py+99BJSyox1U1RUNOF2TIEZiSkws8yZlBa9fkEJv37HFr7/1El2tfjoCyWwKFBZ5OAjVy1jeaWb3W2zcyzph/aS5RVZ2woXAqcKHhlGjSawxXQGBnQcDgdFRUVUVlaOX0niwSeYSjH6Cea0jrBEkjL1wCoIAtLGP5qSlDl7aWxsxOVygZ7k3RfV0RdJsr3ZT1I30I1UN8x1C4pZVeWZsbgAPNPo4+8vddPii+KLJFlU5uIzr15BXZZWAJMx1wZlIQRFRUUUFRWxePFikskkPp+PtrY2gsEgRUVFGcEZrxjpXDqX040pMLPImeQiS7O8ysM3bl8HpEqV+CJJvI5TFWxPx1yiL9x4Fp+9/xDRbPVd8khDhZstKyrZsKCYS1eUj8jkysYrlpfz94PZi2POBE2Cpkl6gnFUIdhRW8blKxZQ7ZTs37+fluNHeO0iFa/i4pBPByk4b1EJV6+p4Oy6yYtxTrp/Q/LwoV6eP+ljIKIhgA5/nM//7Qhfv+UsihxT74czG4PyTPZhtVpHWDfBYJD+/n727dsHpCqPVFRU4PF4TIEZhSkws8iZfuNZVYWqotntKjmctJDduKGWUpeFh1/qZE+bn6N98YLtc8uiUj585TLUKeTyfuHms3jqWB+RAgpgXEv1gHHbFLaeHOSm9dU4nU7OPvtsdF1ncV0fvb296LpOeblKZakFSx7ykaWUHOkMMhDRkAxZWBK2nvDz3rv38+q1Vdy5uW7aFbMLRb4GfiEEXq8Xr9fLkiVLSCaTmU6e4XAYRVHweDwkk8kx1s3LEVNgZpkzyUWWK/k8JyklmqZl4hvpeEcoFGLv3r2ZttJWReG2JQ6CIUtBBebas6qnJC6Qam9c7LQSSRbuuOwWBZtFQZepzLBwQs98Dw6HI1NWJT0AprtLlpaWUlFRMWaWe67Ekga+yNgkAoD9HSEa+8I09kX47HUrZqXOWa4Uah9Wq3VE6+jjx48TiUTYt28fQoiMdTO6dfTLBVNgZpH5WJpmKg+NlJJEIjEiQD48YK4NdY+0WCw4HI5M5eyioiIcDgerV6/G4xlZoHFh33EsJ8JMISs4Z0qcFs5dXDqldQxD8u7f7KYzMHNxmaijY6lTzVgQkpSowdjvY/gAaBgGPp+Pnp4ejh49SlFRERUVFZSXl+dUbNGQkp+/0EpkgqBRJCG5b28Xt51TkxeX3JmEEAKHw4HH46G2tnZE6+hwOIzX66WiooLS0tJ5W3tsNC+Ps5wjzIc3mGBMY2tjPz97ronGvgg2RfKm8xy8+7LlaMns4pGuSZbu15MWj9LS0szvFosl6zVqaWkZty3DG89bwO93tjMwhbpmubJxYcmU13nyWB87mgfzsv9s4qIAUc2gyuvAkHDhklKKnZO7YxRFydTwSscSent7aW5uxmazUVlZSUVFRda03NR3P0CWzPUMSQP+9/ET/PiNG3K6589kC2ai/YxuHZ2O3TQ3N6OqKmVlZfT398+7l87hzEmBmQ8DcTbOxJspFI3x8+ea+ev+LloGx44u336qlea2Tl53tjcjFg6HA6839bvNZqN1MIGiwMJSZ15LdFR7Hdy2sZYfP9eSt21CygX1b69cMeX1uvxxCv0VLyixsajcxUevWkZdsWNamWHDYwnLli0jEonQ19eXSctNl1txu0819DIMgyPd4ZzK0OxtD/L4kT6uWl055WMrBKe7XL+iKBQXF1NcXMzSpUszrdo///nPc/LkSd73vvfx6le/muuvv35eFb6ckwIzX5lrLrLR8Y7RlkcikSCuGXzi2RiDE3h8JPBct8JX37JpzN8C0SRvuWsPJ3pTHSHX1Xv57p0bptQsajLaB6MTupOmikWBX719E0sqpt4tcW1d0ZQryKZn2OcycNuVVLLFhnovDosyQlwmurdafVF6QwmsiiBpSOqLHVR7TyVsuFwuFi5cyMKFC0kkEvT19dHY2EgsFqOsrIy2wQT/8Ys9WSs7jDknAX/Y3ZWTwMyWBTMb5HoudrudFStW8Oc//5krr7ySN7zhDTz99NPccMMNs3CUs4cpMLPIbE+0HD0hcLh4JJNJhBAj4h0OhyPTKTRteXzw7j0MxmOT7k8bpyw/wFf+cZTGnjAlLgsJzWB70yAfumcvX75lLRWe3DPSJrp2lZ7pzb8YjcMiWFNuYeWCSlyTFPPMxoYFxdyysY7fbs99glCu4gKpUvtN/TEeOtDD9uZBNi8s4c5z6yl1pVxko6+TlJJ//fMhnjjajyFTcZQKtxW7VeXj1yzj8hVju5LabDbq6uqoq6tD13Xau3v57r4OemK5z+2JJSVbT/p41Xdf5LaNNbzjwoVZkyVmy7qYi9WUNU3DarVy2WWXcdlll015f0KInwHXAz1SyrOHPisD7gUWA03AHVJK35Q3ngdMgZll8vEmZRjGhOJhGAbhcJj9+/ePEI+ysrKc4h1peoMxHj3Sn9MxXbN6/F4eR3tC2C0KCU3ii2ro0mBfe4Av/O0In33NasrcuZfhyMZVayq5d2cbsRlMvlQF3HB2BUoyikVVMgP2dPjXa5Zz9/a2nC0qMcz8Sn8j462rcKpnzYn+GIqq8NChHhQBbz6/YcSy3YE4Txzt45njAzzT6Buxzf5IkoYSla890sh5i0rGdbFFEjp7hxqEtfvi9Ez+jjECSaqqc7s/zrefbOYXz7fxu3dtor4k9xYN+eR0u8iykYdmY78AvgvcNeyzTwCPSSm/IoT4xNDv/zaTnUwXU2BmkVxcZGmX1XABSf8cj8czN3A6SD463uFwOFBVla1bt3LuuefO6Hi/+VhjTsstKrXznzeuGfdvC0qdtPqi6EmJkBKkoMJjwx/V2Nbk41Vrcy98me3abWwoYWV1Ec39EcIJbVoZZRLoDiQpUg3efnHdlKyr0bjsFr5x+zo+9sf9TFJwGpsCigJyqEJliUvFbVXoCSWxqaAbEBn6mwIYxilrp2kggl1VeLbRx7VnpSYBDkaTfOmhIzx5rB8hUqVuRl+11DEJJJKBSAKXbeSg3zwQ4d4dHUSSBl6Hyp/3Tl4OaDICcZ1bfriDZ/7lYuyjysrM1yB/LmiaNiOBkVI+LYRYPOrjm4DLh37+JfAkpsCcPmbrBk9bFpFIZNx4B6T6WQwXjnSp8bSgzGYA8LnjuZXG7w7G+c4TJ7h+XQ1LKlwjruUnX7WKd/1qF039EaSUFDksrK310h9OoE2hrP1E2CwKn79hDf/90FH6wwk6/FGiCYNcN6+KVH8Vu0XwlnVe1tXPPL32mjWVnLewhOebBidcTjfICGKN14pmwGBMp8hhQUHSG9Yz8SUNRpg2cQ0SmsHR7hAvnPQR60vyzz/chT+WrZ7yKQLRJGUeG5XDhLQnGOfzfzvK7lY/8aSBx2HBbVMYjOYnBzyqSR4/2sd1Z420dl/uApNLivgUqZZSpt8KuoDplS/PA6bA5IF0vGO02yr9e3p+RyyW8jN4PJ5x4x1zLXuuL5Rb6m9Mg+89dZJ7drRxx+Z6PnLlssy5VHvt3PvuLfzy+RYeOdRLXbGNYFzDalHyWir+rNoivnPnBnqCcY52B/mvvx2mPzz5QAvgtKkgJXHNwJqnlpk/fqaJXW3+SZcbHtXQpcRpVSh12tEMycn+GJJUcVEB45bhl0BEk/zs+RYSiST+HFxZArBZFb5w/aqMNRFN6nz5oWM8f8JHugDBQERjIM+Fq5862j9GYOYTU3WB58FFNiFSSimEOG2ZRS97gUm7rbIN7oZhjHFZDReQ9PyOdNHDtOVRXl6esTrS8Y59+/axZMkSiopy7+R4OplqSKM/nOQXz7fQHYjz6etW4XGkbi+XzcL7LlvC2XVenmscwGlTuWF9DQtK8+uPL3JYKHJYWFbp5u8v9fDIoZ6cgucJzcCqKlywxMv4w/jU2XpiYMppbbGEgT+ikdBHBv51UiIzEb3BZNbsNZtFIKTEZlGwqwpel5UfvX7diIZvPcE4+9uDFLq82z8O9NI9GOLrt51NeVHq+59PFgxMLZmgQALTLYSolVJ2CiFqgcIUxsuBl7XAaJqGYRj09fWRTCbHlGDPFu8oLi7OfFYA8/aMJq4ZPHWsj8Fokm+/bn2mOKQQgktXVHDpioppbXeqg8MN66vYeqKfWFKfcNC0KgJVEbxqbRU3nV1Fd2fHtI5vNNVee6rj5RTcgP549gOdLH9Lk+BI1+Yfxes317GmxsPWEz7K3DbeuGVsN9FQTCdRiHIIozCA3R1R3vyzHfznpR5qqirxeDwF3+9cdpEVQGD+CrwV+MrQ/+/L9w5yZV4KjJQyIxjjWR7pelaqqhKLxejv78fpdOJ2uzOWh81my3u8Y67Ng5kMdWrjY4YSp5WTfRGa+iOsqCr84DEeV6+pptUX4xfPt5DQDHRDJxQf2Uq4ymPlFSsr0QzJP1+1HIsezdv+P3r1cp5rHJiVis9pdAOcVkEsKVEEuO0ql60o445NdSwsc/Kas8d3xT/XOMBXHz7G4BTSkKdLeuztjoJeXI+UcY4fP040GqWpqalgdbvm2jyYNDONwQgh7iYV0K8QQrQB/0FKWH4nhHgn0AzcMe0dzJAzTmCGz+8YTzx0PfWQWK3WEZZHcXEx1dXVOBwOrFZr5ibYtm0by5cvn5XKp2eawNx6Ti2/3z21DCJDwom+CIqAu55v4d9fvQq7VeVwV5DDXUFKXDYuWVY2rWq7o69dLKnTOhDhSFcIp11ly6LSTJdHIQTvuHgxbzivgWAs1U3zsUM93L2jjUBUw223UOq2YrcqvGlTPVVFdgYH8ycw9SVOarx2fAUoYTMeAvA6YEG5i1DcoMpjp7bYziXLylhQmn2eUG8wzlcfbiSSNHBZBeFkYe9PY2jzhi75nydb+b8717GmrIwTJ07gcDg4efIk0WiU0tJSohYPDx8PI4GrVlUwGE3yixfa6AkmWF7h4h0XLWTTwtzjePPRgpFSvj7Ln66a9kbzyJwUGF3X6ezsHCMe6QFmuLvKbrdnrI70/I6pcKYN+rPJR65aNmWBgZSXRpfwu10d/G5XBw6LwG5VKLKnhH1jQzFfuWXtlKsUD6e5P8LXHznKY0f6MqnADovgrRcs5L2XLcFtT90HDquaqRpw3boarltXk9mGbqTe9As18BzpChVku+NR4lJZ5TV4z5XLWVHpwhfVsKmCGu/Y+m3DafFFCcY13DaVAX12xBBSLbdb+qP8Zns77zi3ElVVM0U5dV3nkf2t/Pvfj5EY+m7v3tExwtXZ7o+z9YSPr9y8mlfmkDQgpZyVDMypCoxhGPPazT4nBUZKSSwWw263z6t4x5kmZhUee2Zi30yIaZKYphOO61R6bDx+pJeP/+kl/vmq5ZS6rPxpdwfdgTibGoq5cnUl25sHOdwVpMbr4OrVlalYBhCOa/xqx0k6fTHaByNsa/GPmGcS0yQ/ebaZna2D/ORNm1LZYRMwE4HLhdlwjgmg0mPl9k21rLN2s3nojd6bQ/FLgFKnBUVAOK6nxJb8ldyZCKsqSOiSB/b38IYNZSMGZSkUPv9IK8NDUuN5GpMSvvn4iZwFZq5aMPO5b8ycFBir1cqSJUtmZV+zOeifaQIjhODT167kc387mpftaQZ0BlLzff7+UjfPHu9nUbmLnmAcIQR/3dfJF/9+hA7/qX4j6+qKuPddWwglDG744Xb6wxOrnQE090d59HAPN6yvzctxzwYCKLIrBCYI9A8f/FWgodTGa9ZVc+O6aqq9TnbumHqy0JIKN69eW8Ufd3dl5uNYxNQzCKdKQpcZgW/xxRieT/jQgR5CidwOoCuQIBKJpFpGzwHmSJB/zjB/zyxHzrRBf7Z53ZYF/HhrM+0TVbucBrqEwajGYFsAj02hxG2nJ5gYs9z+jiC/2dbK1oORScUFQFVSgeSJepbMhIRm8PiRXv66txMhBDeur+HaLNUIbt1Qw5/2dk26TZsq+O9b1vK9p04Q6B058cSpgtdpQZcpK8OQkoZSJx+5fBEXL68Y0cJ5Om/oQgj+5eplbFlczA+facEX0XDZFE70RpgoHKMwMwvNkKk4TCCWSq8efux3bWvPeTuahLufOcj6MklpaSmVlZV4vd5xa7LNVQvmTPfMTIQpMKYFMyGKovD3D17IG3+2k/0dwYLsI5QwCCeyB9i/9fgJKhy5CYZDBZuqsHmKvVyklATiGscHErQd7B4aQAWxhI7DqtA2GOWhAz0c6AyMKEXzxJFe/p8vyrsvWTxmm1+8eS02i8LvdnVkgttjjtei8IM3noNuGBzrHTurcUG5i3+5cgm7W/3sbg2iS8myCidCUdENSb6KUl+2vIILl5Sxo3kQX1TjVy+08lJXOOvyTptKJKHP2J0WTRi0+eMsH2bCDEbGvmhMxA/2xFhW6aS5vwuH2smtyxSuWVVOZWUlpaWlKIoyqwIzFQo90fJ0M3/PLEdMgZkcu9XCH957Pv/6h338dX9h5mxNdFVCCZ1QjmNOKAk3ryxn+STp0S0DEb76j6M8d2K8VOLcCnxCyhL7zhON4wqMogg+f+NZfOY1qzncGeCL/zjK3tYAOuC0CK5cXcXnr1/NrlY/7/nNnnG3bxGCco+d/R0h2gMxwnGd470Rnmn0saTcxc0bqrlyVSV2izLje8uqKly4tIxdrX6SRio+44uOnXhqUUDTjbzEaoSAXe0hVqw4pZRn1XjoCAzkvI2YZnCgM4wChIGfHzSoqLRwrjpAY2MjLpcLKWXWRmr55DQUu5zTzJ/ONtPkTB30TwdfvPlsptHbatZ5+tgAjb3Z377bfFHu+PF2Hj3Sl5d5KkldEopnrwBgURXOXlDCr962iac+uIFfXufh/ret5OIaePfPt2YVF4Aljij3vXCE3mAU3ZB4HRZ0mdpfTzDOE0cHuC8HN9xUCMU0gjENj13FYUnFZACKbAKnRUEVAlVIZmoPiKH/FDvUEYPyJ161nGlksWOQelFJGpKvPdXBY11WtmzZwuLFi0kmkzQ1NbF7925aW1szZZsKgRmDOcX8PbMpYFowuWGzKDz9L5dy6defyWtJEYdF4V2XLOZ7T57Iy1uxRNIbirOs8lTDMCklu1oG2XZygOcaB/I6P8VhUXBYBNFolGj0/7d33vFt1ffe/xwNS7K1LFtbjlfi7AAZEEoICZuQGxoKIayEshxoe+nleWjTUrillNFeysOFJMyyS6GMEqCQEmgpK5A0JCROIInjFW3Lsmztdc7zh3MOR7JsS7JkOc7v/XrpZVu2dX46kn6f891hLq2e/T4aHYhf7XAm8MqBGIJxQCVrRSDGIBgb+kQKKOCXF5+MP3/RgcSRbsSiSdBCAZJJBlKxAGKhAFq5GIe6gwWLOfVHEviy0weREAhEaQgoAcQCGnIhUK2UwhOIIRCjES3A4YQUoJVLcFqdEqC/c7/qFVI8uHI6fvv3VvQE40O6F4cjTgMbP+6Cyx/Ffy+bisrKSsjlcigUCng8Hnz77bdIJBKoqqpCdXU15HJ5QVxoJAaTynEvMGPZYPJYFxgAqKyQYPevzsT9Ww7ixe3ZzzwZiukGOf7wg9lo1FWgvkqGX7y5H7FRdFkWCQBNeRl0iu+6BPcGo7ho05dwZetnywGJAPjhDCF2bN/O1WfJZDLIZDJUVlZCVCbBjiMBPPRBKw50f3f8SGD4HVpIAW9cdxJU5WU4d44FXznCCHvDCEYTSNAMmGQSVDIKQTIOhhGiUBnXbd1BxBMMls3UYY/ND19ooOvykmo//tUtQUdPuCAZZkIKmGFS4MeLa9FYScHjSa0ZOnOaFtONCvz2vUP4+HD+s7Je2+XCjxbXpbR9slgssFgsSCQS6OnpQWdnJ0KhENRqNaqrq6FWq/OumSEuslQm7jPLkomw6Y81IqEAv7pwGn5xfhO+/8jHONibX4NIAYBrT6tFo27A0lg+x4hYksEdb30DmmZyzlKqKBOirqoc13xvEhqOjjtmGAZXPbOzoOIiAiAWU7hinhE/mFeDRt13zUvjSRreYAyu/gg2f+7Cq1/ZEM2xx5e8TIB/3LIQoqNNcBuqy/GL86Zg814XDjj98IbikImFMCmEsPUGMFURR3trEslkEjRNj6qgcGBUDAO5VIzvNWoQiiUhpICe3gDae0IFS1+eYVTghbUnQkBR6O3NLCBGlRTV8tHHTfbY+lErGrxwkUgEvV4PvV4Pmqbh8/nQ3d2NQ4cOQS6XQ6vVQqPR5CQAJE05lYn7zLKEBPnzRygU4H/ON0Ch0uCxHR6887UDoRx2IL2iDAvrNSn3XXySCVUVYtz/90Pw+KNcs8qRHtWiluL5H85DRZkIat40Sld/BEe8hWsBAwCKcjH+Y44Bt53flLKZfHa4Bz95eQ+Co3BXqWUifPJ/TgND01zPPACory7HT5cO1IYlaAb7HQNCY1RKMEVbjv7+fng8HuzYsQNKpRI6nY7LoMqFxupyyMRCuP1RlAkFCEQTWDZTi7ftdnRnOb4hG35xbgMER8/dUJvyjk4f/tbiHnXx5++3tuHh86qG3fgFAgE0Gg00Gg0YhoHf74fH40FnZyfKyspQXV2N6upqSCTDD6IjFkwq4/KZTVS31Xib91IopGVC3L1iBu5eMQP+SAwdnjD22H144l8dcA6xKVlUEjxw6ewUVxbLGU1aLJ5SjXiSxnv73Pj7Phc+b/UgPMS+LaKA311Yi0SfG65IBB1HYx80TcMboSEoYG16XaUUm648CY3aCvgjCbzX4kIolsDJdeqcxSV946Qo4Nmr5iCZSHDvyVgsBoqiIBQKObEQCSjMSRuKplarIZFIsGDBAvT19cHtdqO1tRUKhQI6nQ4ajSYrsVHJxLj6ZAu+7OhFJE5jhlGOqboKfFSGUQf1WQQUMMv03fqH+vxt/toFUBQqJBSC0fyz1mx9UWz+th/XnaYZ+Y8x8DlVKpVQKpVoaGhAOByGx+PBvn37wDAMqqoGUqDLy8sHfaZJDCaVcSkwY8lYWxUTyYLJhEJahtmWMsy2qHDp3Bq88u8jeG7bEfQEY5CVCXHG5Gr89KwG6JTSYT+IFEVBSAFnT1biNLMYW9R+PPhVDJEEAzAD7esrhMACowhrT1JDRUUgFMoG9aWjaQb/9Lbgnb2ugjy/n5zZiPu3HEBnTwiO/ujAVE5qYNNP5BCNLhcBT6yagr3uBLbs90ApE+H286dwM3IEAgFomkYymQTDMEgmk1wjV77YpENRFNRqNdRq9UBtT38/3G43Dh8+nLXYVMvLUjovJ5NJ1CiFqK8uw7eu4Kjlukk3uFtypveCWDTw2RRSQsglFPyjyCz4pDOIa07N739lMhlqampQU1ODeDwOj8eDtrY2hMNhaDQaVFdXQ6VSjThbKhPEgpngTGQX2VgUlw33nMpEAly9sBZXL6zNuDZ+plX698DAJssGzetVAjy8ohav7e9HTyiJk+s0+OFptZBLhn8LCwQU7rloBrTyMvx5h3VAoPJEBOD/vr5v0AYroijEk8yIG6+IAtYutOC679UgFuyH0+nEVEEIpy2phl6vh1yeekUsEAg4IWDF5os2Lx75Vwd6gjFM1ctxxwVToFNmHtxGURRUKhVUKlXeYsMySSHAD04y4qUdVrT15J/iKxVRuPZ7NSn3DfU+XT3PhH8c6EEwmgCO9kkTC4BhEu+GpKOPQWi0TfUw0MbKaDTCaDQimUyit7cXDocDBw4cgFKpRDwezykORmIwhIIxUV1k6fDn8WQSj0QiAYqiIJFIIJPJOItDrVZzjU3TP6ChUAhTJ5uwaM7knNcjFQux/vypuPqUGlz6xHb0hPJLShjqvxI0AxE10P6EoQC+3ooFwOp5ZixsqMQciwpVFUeD1hVS6HQ6JJPJlCtirVYLg8GAioqKlGMIBALsd/hx61/3I3g0X8Hh92HPU//Ga9fPQ2X58MHw4cRGLpdzYjOUu0YooHDpXCNOn6zBB/vd2PhJB3LN9KYArJijx/nTtVn9/VS9HJtWz8JTn3UhFEsilqSxq6s/t4MehQHwjTOE2gK2pxMKhVxshj2nPT09+OqrryCVSqHValFVVTVsgScRmAnORHWR5WOuZ0symeTEwu/3IxKJwOl0IhwOc4FpkUiUIh6jGalQCGiaxm5rX97iMuLjYyDb67/OasTHhzwIxpNYUKvGedN1w3Y2FgqFXCZTIpHgspii0Sh0Oh30ej3XyPGJz7o4cWHxhhlc/eS/sXyKCPO0FOLxOCiKSrF+0kkXG7/fD7fbjfb2dlRUVAwSG/Z9JKAomFRSrDl1Eq5aWINdXX148B9t2GPPbiwBM/BgCMdplPMqdod7n840KvD/LpmJT1t78F+v7RtxsudwfNLRh/NPGsUDDAN7Ttk4WDAYhMfjwd69e0FRFCdE6U05k8kkicFMZCayiywf+APd+FYHfyYP67qSSqVgGAYymYwb5lZWVlYSS42maW79DMMM+plhGCQTxREXYGCK58OrZqGuugJLp+Y3FlooFKKyshIymQzBYBA9PT2wWq1cIHhne+bt1RYBHt+bwFyLAk/Op0ABXMwmG7FRKpUolyvQlVRjyyE3PLvaMKn8IGYZ5Zg32QSlUjno/wQUhXm1alx9Sg3u2XII/ZFEVgWRn7X1YnGnD2dMqcrqnHR6w3jm8y68s9eFYRpNZwU9dsNFUVFRgYqKCtTW1iIajcLj8eDQoUOIxWLQaDTQarVQKBQkBlMqxmoznqhZZJmOxTAMEonEkLEPNojMH+gmk8m4mTxSqXTQRnXw4EFUVlZCpcp+smCusGLBxiFomk4RDv7rxz5v/ld2zadN0UJIHchrDPRAx9/MI6TPbKrC/StnjBgP4lt+6ec+cVT8+Odeq9WipqYGIpEIPp8P5Tta0TtMU+uvrH68/rUbV51Sk3KuWLERCAQp54PP5q8deHabdSBx4eggNr0thOp9rZBRSUgENNrirZheo0WTXsF1caaogcFt2X6EugNxfHrYi8WTv5sBM5QFc8AVwC82fwN3f3jU4gIAp9QOFsqxQCKRwGw2w2w2I5FIwOv1wmq14vXXX8fOnTsxe/ZsxGKxMemVNtaMW4EZKyaSi4ymaW7TisViOHz4MGeNxGIDvhWRSMQJh1QqRWVlJUwmU8lcV+y6geGtD6lUir1790Kv10Or1XIfRr57YaTAqlomwJ+vm4tVT32V0/qMyjLIxEL0hWPoCye5YkMhBZw9rRoP/GAWBNRASvFQcad0y08qlXKBdvbcD3cBolAosOoUGv/vH23DrvV377dijlmBORb1oAQBmqa57/liQzMMNu9xwRuKg02cjtOAtT8Oaz+gkQChGPC5ww5duR3zTVLctLgWem01FkxSobqiDIFYOKtiFQHFoL0njMOeECZrvyuGZQnFkni3xYknP+uCvb9wdTdlFHByXfEugrJFJBJBp9NBp9OhsbERd999N/bt24cFCxbg5ptvRnNzc6mXWFCIwBwjNTd811Um9xW/FYZMJgPDMJw/vZiuq5GeE18s2J/zsT6ampq4WM/evXshlUphNBpRXV2dUzHhLJMK++5YgoMuPx78sA3bO3oH9dUSCY72FxOLcGqDGr/5j2mw9Ybx1112hKMxLDCIIE0GEAoGIBP24PPPPoVIJEJZWVmK5afVaoe0/PLh+tMmYXt7Dz5r7xvyb5IMcPnTu7Bx9WwsaRpw1WXKRuOLDUVRCEaTYMCAZgZbaV6e1WQLAmFbHCce9qCmqxPl5eW49zwjHt7Wg51H+kds81NRJoJSKoI3GAd4sX6KohCKJfE/W1vx1l4XCj3ORyEBFCNYmIUgl8+3RCKByWTCvHnzcPXVVyMUGjyuYSQoiqoB8DwAPQYk/gmGYf6XoigNgFcA1AHoALCKYZj8e+7kyXEvMMDYBt6HIpFIcKKR7r7K5LqSSqXDuq76+vqg0+mKbpVw8Y2j9RqZrA9gsHgAuVkfACCVSlFXV4e6ujr4/X44nU4cPnwYKpUKRqMRarU6KxGlKApTDUo8fuWJ3H1dHj9aXX2QUDQMMgZ0Inb0dQhi1793gKIonK2X8s5/JReD6unpQXd3N8RiMbRabc6ily0UReHJq+diyz4Hbn392yH/jgGw/o0WvHXTydCpUoPKQ4nNybUKvP51ZET3IQOgN5REL1OBixfMQCAQgNvtxvVTorh5lgr9QiUe+qwbhzyZuyf0RRLoCUShqfgu8YG9OGqx+/GtK1hwcQGAOrWoKK/JaKFpmrNe0zMHsyQB4P8wDPMVRVEKADspitoK4BoAHzIMcz9FUesBrAfw84ItPEuOe4EZCxcZ67oKBoNIJBIpQXTWdSUUClOyriorK7nv85nZXQhrJRvXVVlZGVpbWxEIBKDT6TjXFd/6KMYHW6FQQKFQYPLkyejt7YXdbse3334LrVYLo9GY8mEdzvpjOx2LRCLopFJIJVJIxFLIlBru/I+U5aNWq9HQ0IBAIACHw4HDhw9DqVTCaDSisrKy4Jbj+TONOHe6Hr9//xBe2G7P6JmKJBi89/nXmGOQwmAwQKvVDrrY4IvNf53dBLc/gU/avAgPN8oSAyIjFg202FcoFKiQy7HHX45N/+qAP+xDZIhcCgoDyQHRJI3G6sEjjmNJGqCK81m8ZGrmWqFSM9o0ZYZhHAAcR7/3UxT1DQAzgIsALDn6Z88B+AhEYMae0QoMwzCc7z2TBcJ3XcXjcYjFYlRUVHBpuxKJpGhuupGe11ACku7WGs76MJvN0Ol0Ka4rk8mEqqqqMbli5KeHhkIhdHd3Y/fu3YjH4xCJRNwmmp64wAp4oc4/u9kqFAowDAOfzwen04kDBw5Ao9HAYDBkHOWbLwKBAOvPn4ofzDXh0if/nXLVL6CACqkYM2dMR1O1GC6XCzt37oRUKuViWHzRjCaS+OtuB9yBGHRyCay+4S0ZiYjC6Y0DPbu+cfTjl28dQFtPZMQQTGW5CBKRAJryVHct+xmZoq1ApawMUlEYkRwbhA7HqhP1qFPHx2UdWiHrYCiKqgNwEoAvAeiPig8AODHgQhtziMCMIDB811X6FTBbc8D63lkLRKFQcN/zN1mr1QqapmEwGMbiqaW0GhnJdcX/ng0As9+PhEQiQW1tLWpra+H3+2G329Ha2gqNRgOTyQSFQjHiYwwFW7SZKWU6PXguk8mgUCi4DbS/vx/d3d0QCoUwGAzQ6XRjUnNAURQqKytRWVkJmqbR09ODI0eOIBAIoLq6GgaDAXL58BM3s2WKToE3152Ma57bje5ADAJqoLD01PpKzDIpIBUL0dDQwFlYTqcTHR0dKC8vh16vh1Aqx+XP7IIth4D6+dOqEE0kcPWzX2GPPfvWMXQ8gXCSwiKLJGVjZQVGr5TgtnMa8cDWVnx82Jf7ychAnUaKXy1rQktLy7gUmELVwVAUJQfwOoCfMgzTnybgDEUVyTQcgeNaYGiaRiKRgN/vB8MwGV0nQqEwRTxUKhUMBkNWmT+ZKJQ7ji8YbOCcf39ZWRn27dsHk8kElUqVIhS5xj5yQaFQYOrUqdzG2tbWhkgkAoPBAIPBMKgbLes+zOS+Yos2+cFzvoBnqvjno9FoUFdXh1AoBIfDgR07dkAul8NoNEKj0YzJhiMQCKDVaqHVapFMJtHd3Y3W1lZEo1GuwFImG537pq6qAu/fciq2tLjQ2h3EZF0FzpqmhVQs5DoqhMNh+IMh3PGBE3vdcTAIo0HeA3+MgTuW/Xloqpbiy64+vNniyXmdZRIxmk81Yn41jV27dkEikXDdDNjXor6qHDctrsfHh3fl/PjpnDxJgUcvnzOu688KUQdDUZQYA+LyJ4Zh3jh6t4uiKCPDMA6KoowAijPrfAQmrMDwXVeZsq5omgZFUUgmk1yco9iuq2zf6NnEPtjH4z828J31MWPGDPT398Nut+Pw4cPQ6/UwGo2QSqUFfU5DIRAIuOFN7JXzjh07AAwIBvs8WPdhugXCviaFeA3Ky8vR2NiIhoYG9PX1wel04uDBg9BoNDAajVAoFGMiNqwlZTAYEI/H4Xa7sX//fjAMw4lNLrUQ6dbdHFUUTZIEwmEn9n7VCSA1Lf2uf3bja/d3lsrhAJBrj+RWTyTnOT1lQgqV5SJUyyVYMt0InUKChoYGBINBuN1uOBwOCIVCCIXCgfYqFWIIjrbeyZf7/mMyls8xpdw3Fq9xrscYrYuMGjjgHwF8wzDMg7xfvQVgLYD7j37dnPdBRsExKzCZCgbZn9NdV/zCtfTAbUdHB8RiMcxmc9HXzArMSNYHX0DSRYR/xT6S9cG6aRKJBFwuF/bu3QuRSASTyQStVjtq64WmacRisYzuK37wnGtYWV/P9Wzy+XxcDU4hYxPDwe80zFpYHR0dCIfD0Ol0MBgMo7YmsoV9z5nNZkQiEbhcLuzevRsikQhGo5Fz86V3VWC/sskh6e5ZlUrFWXfp53TXS12jXneu4kIBkIgEAAOIhVSKaFRUVKC+vh5lZWXc89y1axfKyspw7dxKPLUz96xaIYB7Lpqa0g0aGJvGr/lQAAvmNABXA9hLUdTuo/f9EgPC8heKoq4D0Alg1WgOki/jVmCi0SiCweCglN101xW/2px1N+Tiuiq0+Tyc9UHTNJxOJ9fYMT14XizXlUgk4jazYDAIu92OtrY2aDQamM3mIeMByWQyo3ikp06zmxsbPJfJZCPW3TAMA6/Xi66uLgSDwZJYWKzrim9NAODiNflk7+UC3z0oEolQVVWFQCCA1tZW7N+/HwKBgHtvy2QylJeXQ6PR5F3XVIrtlQEQiQ/EAU8wK6HNMKGSLaQ1mUyor69HKBSCSuVGozSIT+00XBEhdjmiw/YhWz1PjzUn18ColkGUYX70eBWY0c6DYRjmUwz90p6V9wMXiHErMF1dXYjFYinzzYe6MhsNuQjMUEWDmX6XqWiQLXpkN3iDwQCTyVT0jYxPRUUFpkyZgoaGBrhcLnzzzTeIxWKQy+UQi8WIxWKIRqNgGCZFxDPFn0YDRVGoqqpCVVUVZ2G1tLRAIBDAaDSOWUAeGGxNOBwOfPXVV5DJZDAYDHnXtaQLNP97Nu6Q7h7kV/azrkWPxwOapqFQKEZl7S2bqcVbLd15/W++UEdvemUZ/mNmNcDQoOnM7WpYysvLuXqnM0MhuN1ueDweCIRCiOVqbDkcxQcHvIAA+F5DFW46vRY65fAXJuNVYEgvshLR1NTEbdrFhC8wo4l9ZGt9sG6reDwOp9OJ3bt3QyqVwmw2FzTwnEwmEY1GM1og/OB5RUUF1Go1IpEIent7UVFRgcmTJ49ZEBxItbDYgPz27duhVCphMpmyLqAsBFKpFPX19airq0upa1Gr1TAajdxgKQApAfShWsNkqm2SyWRZiSe/1odNe2ZjR/mkPd9/8SxEEnvw/rc9eZ+fXGEwML/F3heFpEzEfab47WqG2/z5YhM6KjZLqwM4x1AOnU4HrVab1QXaWAT58zkGadc/QRjK+qBpGl6vF2q1mnujDteypFCuK7FYjJqaGlgsFvT398Nms+HQoUPQ6/UwmUzDzv5mm1Zmij9Fo1Fu4FF65pVWqx3WhcgwDPr6+mC323Ho0CHodDquT9lYwQ/I8wso2bWMVYwEGHD/6fV6KJVKeL1e7Nu3D9FoFEKhEGKxeFD8o9CtYVjS0569Xm/eac8PrZqDYCyB9/a58OpOB/Y7/Hk1/8yVcJzBV1Y/GueaufT5RCKBWCyGUCgEhUIx4qCudLHp7u7G119/zfX3Gklsin2Rko+VRATmGCFf60Or1YKmabS0tKC8vBw1NTUpV6nFhi0UVKlUSCQScDqd3IdGo9FwAdD04K5YLE4RkOrqai77LV/XEj8InkwmU9xWZrO5IIkBuaxFo9FAo9Fwa2EzroxGI/R6/WgroLMOoLPWh9FoRFlZGfr7B6ZRJhIJKJVKGAyGMeuEy2bnVVdXD0p7zjZRoaJMhEtOMuMHJ5rg9kexo9OHFnsfnv/SXrR1UwA67d3YL+1LmRtUVlYGiUQCuVzODaIbruszS3l5OVd7FQ6H4Xa7uc8NG1vjvyZj4SLL5xgTfR4MNYJZV7LkcXb0KDD6honZFA2yV+9WqxXBYBAmkwlGo7EoVxdDZcDxffNC4UANQywW4zY3pVJZknkrbGKAx+MpSPHkaAiHw3A6nXC5XMPWtPAD6OlxEH5rfH6CAism2Z7jWCwGp9MJp9PJjdJNr5IfK9hEBafTyRXz5pr2/OZuB3773gGERmgVkw8iCtjw/XqcMGkglpopBZ0dK8B+vrMVGz7hcBjd3d3o7u6GQCDgLJs9e/bgpJNOKuprk0gksGfPHsydOzfr/7n55pvxs5/9DLNnz87nkOMvqJTGuBSYaDSKhx56CJdddhkqKytHrPtgKdTVdSwWg91uh9PphEqlgsViyXpDTe97NVQGHH9D49/SBY29erfZbBCJRLBYLGPWhiUdNrXXbrcjGo3CaDTCYDCMaZICCzv90eFwIBAIcHUz7IVJegCd/zWfAtmRCAaDcDgc6O7uLmofsmyIRqNwuVxwuVwpXQyyuVja3uHFo//qxNe2PkQTTFYbAPsMh/pbIYC1syRYbBFxI6GHs7JYgWHFhmU0YhMIBNDQ0JCz6OZCPB7H3r17cxKYG2+8EXfeeSemT5+ezyGJwORDJBLBk08+iWeeeQazZs3CunXrcMIJJ4z5h5XtlGu1WhGPx7nNfah585mGRvE3ttFmwAUCAVitVvT29pYkJsEnFovB4XDA6XSivLwcJpOpoIkBuQTQy8rKEIvF4PP5wDAMTCYT9Hp9SYSPtYQdDgd8Ph+qqqq4Ys5SEAqF4HQ64Xa7UV5enpIVxxYj888x303oDdN4vyuBj6zJjB2OBQAW1KtxeqMG+xwB2PvCSCQZUADEQgFmmxU4b7oWsy0qiAQCzspyuVxIJBJccelwMb5MYsNmOOYiNl9++SUMBsNANtrRFHV+c9ZCEI/H0dLSgpNOyn4u87XXXot7770XU6ZMyeeQRGBGA03T2Lp1KzZs2IC+vj5cd911uOiii4p2BcJWRmcSj1AohFgshkQiwdWx8HuOFevKOBPJZBJutxs2mw1CoRBms7loLeJHgi2ctNls3IiAkYQvvQKd/zVTgWa6UA/3PKPRKBwOB1wuF2QyGYxGY0ktPo/HA4fDgUgkAr1ez6V5jwX8bhahUAh9fX3o7e1FOByGQCCASCTi6mvY88ve+C6sYDSBb5x+xJM09lj70eLwQ6+QYOWJRkw3KiDI4z0fi8U4saFpmhOb4ZJbRiM2O3bswIIFCwAMXMB2d3fD7Xan1EMNd+xsn9P+/ftx4oknZv0/a9euxQMPPICGhoZ8DkkEphAwDIO2tjZs2rQJ77//PlauXIlrrrkm56aRNE0PmbqbHjzP5MISCASgaRrd3d2wWq2gKAoWi6Vkmzsw4Jqx2Wzo6emBVquF2WwumVXDuvPsdjsYhuGKAvlXyZkC6HwXVqHqnBiG4Rpv9vb2ltySiMfjcLlccDqdoCiKq/UZbaICv5M3X6j555l/ftlzzMay2I4KbIyvlC49t9vN1YuN5MrKVWz4AsOHFZvu7oH6IDZmk4/YRKNRfPvttzjhhBOy/p+rrroKjzzyCCZNmpTz8UAEpvCEQiG8+OKLeOqpp9DQ0IB169ZhwYIFoCgK0Wh0yLG16X75dBdWPn2vgsEgrFYrvF4v9Ho9zGbzqK+C8oWmac6qoSiqqFlf2QTQRSIRN4NeoVDAYDCgqqqqJEkKrCVht9sRi8W4fmClmoHOT1QoLy8f0sriW3q5CEguiQps2rPT6SxKt+dcYdvmuN1uCIVC6PX6EbsqDCU27LgGYGiB4RONRuF2uzmxYd1o2X6mI5EIDh48iDlz5mT19wCwevVqPPnkkzCZTCP/8WCIwBSD9vZ2vPLKK/jiiy/w5ZdfgmEYlJeXY82aNVi2bNmgK+NshkaNhmQyCafTCZvNBqlUCovFUrIALzAgwjabDR6PB9XV1TCZTDlNyxuqAj0cDuccQGfjWHa7neuqbDQaSxIfAVIzv8rKymAymUpmgdI0jd7eXs69KJFIIJEMtLJP7yTNF49sWvHkQzKZ5Fx6uaQ9F4twOMyJjVgs5mbZ5Co2ALBr1y6cfPLJWR87Go1ybjQgO7EJh8NobW3NKSPskksuwQsvvACdTpf1//AgAlMMOjs7sW3bNtTW1mLSpEmIx+N44okn8NZbb2HZsmW44YYbxqR5ZSbYVGe/38+lOpdqM2XdeTabLSX4zVoWwwXQM4lHthXoQ8Fu7g6HAzKZrODdC3IlEAjAbrejp6eHa7xZyM7KmWJN7C2TqzCZTMLv93Obu9FoRHn54MmPY0Eh0p4LSTAYhMvlQnd3N1cAy5/SyWZv8s8xe2OLGdmNXygU5nRBwRcbhmE4N1p6LC0UCqGtrQ2zZs3K+rFXrlyJV155BVVVVVn/Dw8iMGNJJBLByy+/jCeeeAIGgwHNzc047bTTSnJ1Go/H4XA4YLfboVAoYLFYoFKpin7coQLogUCAG9ksFou5vla5BNALuUa/3w+bzQafz1fyjDjWTWS32xEOh7nGmyO5RoYSEH436fRqf9YSGc4C4adgJ5PJkm/uo0l7LhT8c93b2wuPx4NAIMDFW/hJIfwbm76ebtmwdTb5ik13dzdomuYsG6lUimAwiI6ODsycOTPrx1uxYgXefPPNfPcGIjClgGEYfPHFF9iwYQMOHjyItWvX4rLLLsvJTVTItfT29sJqtSISicBsNsNgMORtCWRTgS4WizNaHxKJBAzDwOPxwGazIZlMclZNqaqJ2Yw4u32gitxkMo1po8t02GA8O6NEp9OhoqKCS1RIFxD2XOciILkQjUa5eE1ZWRmMRiOqq6tLdn74ac/8LL1CrIdtf5Qec4pEIgAGn2upVMpdHPT09KCiogJ6vX5El2ehxCYWi3GWDU3TUCqViEQiObnIli1bhi1btuS7NxGBKTVOpxOPP/44XnvtNZx11lm4/vrrUV9fX7JsGZvNBpfLBY1GA4vFMuiNNVwAnZ1zw69A54tIrptaJBKBzWaD2+1GZWUlzGZzybKsgAEftt1uh9vthlqtLvqsmJHSpfk9s8rLy1FdXQ2NRlOUrt7ZwDbf9Hg8XGfrUsX6GIZJ6fbMtswZzuVJ03TGhIVwOMxlgKVbH+zXkZ4jaxU7nU709PRAoVBAr9ePmKI+VMwmH7E5cuQI5/5lU59HssrPPfdcfPTRR/kmBxGBGS/EYjG88cYbePTRRyGXy7Fu3TosXbp0zN1nyWSS6wrrcrm4iZr8K6mxrEAHkGLVxONxmEymUVlZhViP1+uFzWZDOBzmOgbk6iLi1zWlb2rDWSDpRbGsFWq32xEIBLj4SKlcegzDwOfzweFwoK+vD9XV1TAajSXL/OIXl3q9Xsjlci52xMZF2O7JmdyFMpmsoJ9Ddj0ulwter5cTv8rKyqKKjd/vh9VqRWNjI+dGSyQSnBst0/vlzDPPxLZt2/J1NxKBGW8wDINdu3Zhw4YN2L17N6688kpceeWVUCqVBXn8bCrQ02MePp+PK1K0WCxj2r04nUgkArvdDpfLBbVaDbPZXLBzkw9sLMvpdEIikcBsNqOqqopr856tgKRnYuVrgSQSCW7MLwCu8WYpXYxs5lcsFuOKOYuRLs+v/E+3QNisN/a8siUDrKU+FvHHodbMjjrw+XxQq9XQ6/UjWn75iA07onzatGncfbFYDB6PB263O6PYLFmyBP/+97/zvXAkAjOe8Xg8eOqpp/DSSy/he9/7Hpqbm9HU1DTki13MCnQ2FmG1WiEWi7m2NKXKsGKtCKvVimg0ylk1Yx3Y5fvle3t7uUp0tmV+esPKQrXlyQa+S6/U/ceAgc2MLebMNxg/VN0NP2khU8xpqOaVHo8HTqcTkUik5GnPbFq4y+VCX18fKisrYTAYRuyezopNIpFIaaybLjZ9fX1wOp2YOnVqxseJx+NczCaRSODzzz/HO++8g23btuX7lIjAHAskEgm8/fbb2LhxI2KxGM455xxUVFRALpdj7ty5IwbQ2Q2tUGY+a2r7fD4YjUaYTKaSZRAB37VfcTqdUCqVnFUz2o00XUD4V8R8CySTeLAuGX77/lK69PguK61WC5PJVLIUYyA1GF9RUcF1nWYYJuP5Zi1stn1MugtrtII93tKe2eQAl8uF/v7+rIe4DSc2/f39cLvdaGpqGvH48Xgcjz/+ODZu3AiLxYKLLroIP/rRj3L1FhCBORY4fPgwLrnkEgiFQsjlcvj9fkgkEixcuBDNzc1cU7yxvjJNJBJcqnNFRQXnaiilVcNmxIXDYc6qGarOJ18ByWVD41sRKpWqYOKXL6wl6nA4UjbSsaqFYpNE+FaI3++H3+/n6kHYSZnpAfWxikeOh7RnPmyXcH43A71eP2JNFE3TKe2nvF4vEokEpkyZkvW5XLJkCT744ANs3rwZl112Wa7WHRGYY4FM4wB8Ph+eeeYZPPfcc5g7dy6am5sxa9askmXs9PX14ciRIwiFQkWdVZMt7EgDh8PBNf+kKCqlTQ8wuLdboa6I02Fdena7HaFQiOsYUErLLxKJcI03WStitG7P9DR1/i0ej6dMMk2vCaEoCj09PXA4HAiFQly8plQuK2Bw2jPb7bnUMS2Xy4VQKITq6mpO/PjnOhQKcS2o+MP/NBpNiuU6UoLAkiVLsHPnzrzWSlGUDMDHACQYGB75GsMw/01RVD2AlwFUAdgJ4GqGYWJ5HWSUEIEZgWQyib///e/YuHEjgsEgbrjhBixfvrykrU7YjV2tVuc0qyYf0oPo6bUJbL+naDTKBTHNZjPkcnnJrIh4PM51DJBIJDCZTCXrqAx813Ha4XCgt7d32KyvbKr/M8Wd2DhItvCTFRiGGXNLK52h0p5Hyvwq1LHTY0+hUAihUIjLgAOAiooKaDQaVFZWDmv1sZYNe2PJJDajFBgBgAqGYQIURYkBfArgFgC3AniDYZiXKYp6DMDXDMM8mtdBRgkRmCxhGAatra3YuHEjPvzwQ/zgBz/ANddck28PoYKsJ31WjV6vz/nDOFQWFl9Ahgqipx+LzfhyOBwoLy+HxWLhLJtSwXZU9nq9efVlKzQ0TcPpdHKNNysqKiAWi7kmrcBgt2GhizfTiUQiXDGnVCrlijlLKchswLy3tzfrYPxw8NsjsQLCjz3xkxfKy8u579nSALa7gtPpRCwW4zo+jxRnG0lsRiMw4LnIKIoqx4DA3ATgbwAMDMMkKIo6FcCvGYY5L9+DjIaSCsyRI0ewZs0auFwuUBSFG2+8Ebfccgu8Xi8uu+wydHR0oK6uDn/5y19QWVlZzKXkRCAQwPPPP4+nn34aU6dOxbp16zB37tySbaThcBg2mw3d3d2orq6G2Wzm3viFFJBsYTcIm80Gv98Pg8FQ8kQFfl82mqa5jgHFcDOyBYWZLD+aprmCQrFYjGg0Cr/fz/VmK1YH7GxhixXZYk6j0VjSiwR+t2e/389NxEy3/tJTqFkByVSDwxeRfN7n6YPTWLEZydXIF5poNAqr1YorrrgCBw4cyPm8HIWiKEqIATfYZAAbAfwPgC8Yhpl89A9qALzHMEz2DdIKSEkFhr3anTt3Lvx+P+bNm4c333wTzz77LDQaDdavX4/7778fvb29+N3vflfMpeQFTdP45z//iQ0bNsDlcuG6667DxRdfPKYt+9MFxOv1oq+vDwzDcGm8/IFS/CD6WGxkfHeVVCoteYNLILXWR6VSwWQy5XR1PFxjxWQyyRXLZuqLNVRsgW9paTQarvFmqWATOhwOB/r7+6HVamE0Gktq/bFTVF0uF6LRKPceZkdEDGeFFHNN/MFpQqEQlZWVqK+vR19fH9ra2tDR0YGOjg60t7ejvb0dPT093PjzUCiE999/P9/D8y0YNYC/ArgDwLNEYDJw0UUX4cc//jF+/OMf46OPPoLRaITD4cCSJUtGo/JjQmdnJzZt2oS//e1vWL58Oa6//vp8ZzykkKlwk83CypRWyn5NJBLchlXqWTVA6uTL/v5+6PV6mEymkq+JX6HPTwxI98lnKihMF5BCbGZsRhN/vEGxCiezJZlMcs034/F40ebppAs33wqhaZobk81eIEUiEfh8PgDgEhbG0kpOJpOw2WyciFitVtjtdnz22Wdwu93Q6XSYP38+Zs6ciYaGBkyePBkNDQ2FrG9LeRCKou4EEAbwcxAXWSodHR1YvHgxWlpaMGnSJO6NwzAMKisruZ/HO+FwGC+99BKefPJJWCwWNDc349RTTx3SWsiUxsuv/E/vEpurBTLeZtUAA8+ZjUOkV+eP5Rr4whEMBuHz+RAOhzl3ilKpTLkSHqqgsFiw1p/T6YRIJILJZCq5C41fzCkSibgU42yzvvjnnS8g0Wg0pc9e+nkf7vGLmfbs9/vR3t6Ojo4OtLW1obOzE+3t7dxANIvFgoaGBjQ2NqKxsRENDQ2oq6uDx+PBq6++CoqicMstt4x6HZmgKEoHIM4wjO9oRtn7AH4HYC2A13lB/j0Mw2wqyiJGWuN4EJhAIIAzzjgDt99+Oy6++GKo1eoUQamsrERvb+9YLKVg0DSNzz//HA8++CAOHjyIM844A3K5HGq1GkuWLCmYgOTCeJpVw8JaNT6fj7NqCtEqJz2om15QmN5YkX9lzI6hHi+JAUBqo8uxaASaDcFgEE6nE93d3ZDL5Vy8ho2F8AWEtUJYiztdRAqVwBAKhTixySbtmaZpOBwOtLW1cULS3t6Ozs5ORCIRyOVyTjj4VohOpyvpuQcAiqJOAPAcACEAAYC/MAzzG4qiGjCQpqwBsAvAVQzDREuyxlILTDwex/Lly3Heeefh1ltvBQBMnTr1mHORpbN//36ux5lOp4PX60UkEsGcOXNw0003oaGhoWRXovF4nEt1VigUqKmpKWm/MeA7S8tut0MsFsNsNqO6unrYzryZ4iCRSCRjUDefgkI2McButyORSHCjDUpZf8Sv9wkGg9zsmrHsX8d3H7LpvH6/nzv3EokEKpUKKpWKE5FiT5XNBJuw0NnZiUcffRTz58+HTCbDkSNH0NHRAafTCQAwm82ciLCWSF1dXUnrg7KEFFoO++AMg7Vr10Kj0eChhx7i7r/ttttQVVXFBfm9Xi9+//vfF3MpY0I0GsVrr72Gxx57DJWVlWhubsYZZ5xR0nTQ3t5eHDlyBNFodNSzagpFIBCA1WqF1+uFSqWCXC5PGeOcPrYgXUCKIQD8okmFQgGTyVTyFOxEIsHNrhEIBDAajQWZpcPvBsC3QtLbyWRyH7Lp8w6HA+FwmOs8XUwBZBgGTqeTC6LzA+rhcBgymQw1NTXo6uqCzWbDokWL8MADD8BoNJbU3VgAiMAMx6efforTTz8ds2fP5l7oe++9F6eccgpWrVqFrq4u1NbW4i9/+Qs0Gk0xlzKmMAyDnTt34pFHHkFLSwuuvvpqXH755SXNGspmVk2hGSqQzu/7xjAMIpEI5+9ng/ClbJfj8/lgs9kQCATGRbICMOAacjgcXOPN4QSQX1iY7sZKJBJcFly6gOTaTobffwwAFxvJxy0bDoe5+AdfRNhBdQaDYZAVUl9fP+g9nEgk8PXXX2PevHk5r2EcQgSGMDzd3d144okn8PLLL2Px4sW48cYbMXny5JLWHXg8HlitVjAMA4vFkndgmbU60m/pGXDZFBQGAgEuLsJ2Cyi1C4NNVnA4HBCJRJxbr5RXxfzMuP7+fq7nGN8CBL5r2prJCikGrAXItoTR6/VQqVScZcMwDNxud4r1wX4fCAQglUpRX18/SERMJtOxboWMBiIwY821116Ld955BzqdDi0tLQAw7gs3gYHN6s0338SmTZsgFovR3NyMc845p6TuqlAoBKvVip6eHmi12kGzajI1VuQXFPLTStMD6fluCjRNw+12w2azgaKocVGcCAwIoN1uR09PD6qqqmAymYo6AIxfWJhuhbAxKHZEdigUgkAgKHnBazQa5ayQ1tZWPPLII6ioqABN05BKpTAYDIOC6fX19SWPD45jiMCMNR9//DHkcjnWrFnDCczPfvazY6JwExjYOFpaWrBhwwZ88cUXuPzyy7FmzRqo1eqSrCUajSIYDMLlcqGnp4ezPCiKGjaQPhbCGAwGYbfb4fF4xk22F2sB2u12xONxbhpnPnEh1upIFxD+bJZ0C2SoWhx+DInN+Cp0wSsbf8lkhfT19aGsrAx1dXWcFVJbWwuXy4WtW7dCJpPh8ccfL9hajhOIwJSCjo4OLF++nBOYYzUrzev14plnnsELL7yA+fPnY926dZg+fXrBNoVMTf5YCyS9sSJ7YwsBx0sLGCC1DQzDMDCbzdDpdCW3avhzdORyOcxmc0pchBXwdAFhU3qHS6XO9z3AtvGx2+3c7JpcKvTj8Ti6urpSxKOjowNHjhxBIpFAdXX1ICukoaFhxAskdlw4ISfG/Qk7LgSGX1dzrBVuAgNXsu+++y43EO2GG27AhRdemNVVcXpBYXo3ZP5M+lwKCsfbrBoWfl+2sUpWGA5WwD0eD7q7uxEOh7kO1KwbK5MVMhYWIL9CP5FIwGq1YtGiRRCJRFxhIdvmpK2tDV6vF2VlZaitreWEg42F1NTUlLym6jiECEwpGE5ggGOzcBMYEMcDBw5g48aN+Oijj3DppZfisssuQ29vL+LxOHQ6XUpMJFNBIb+lTCHEYDzOqgG+c1XZbDYkk0nOqin0xj1UHIo9/+mJDGVlZQgEAnC73SWrzmfFhG+FsBcL+/fvB8MwOPHEE3H66adjypQpnIiUugMEYRDj/sUo7S4wRuj1ejgcDs5FVqoW+6OFoigEAgH4fD4oFAo88cQT2LBhAywWC84//3yupogVkbHYtCiKglqt5iq4bTYbduzYAbVajZqamqIGuodDIBBAp9NBp9MhHB6Yerl9+3ZUVlbCYrFkva6h3IhsOnV6HKqyshImk2nY819VVYXa2louhtTW1gaNRsPN0SkE/f39XByErUxva2uDx+OBUCjEpEmTOCvknHPO4WIiYrEYu3btwvPPP4+f/OQnJYn9ESYOx4UFM5EKN9m6gvr6eigUCtA0jQ8++AAbNmyA1+vF9ddfj+9///sljYuwwd4jR45w1kM+s2qKsS7WqonH49zIZ4qiMgoIW1iYrxsxW9i4ls1mQywW4xIDhnM5JZNJ2O32FBHp6OhAZ2cnotEolEol58Liu7KG645AOOYY9y/khBOYyy+/HB999BE8Hg/0ej3uuusufP/735/QhZssbW1t2LRpE7Zs2YKLLroI1113HQwGQ0nXlD6rxmKxjHn9SvqskHA4jEAggL6+PsRiMQiFQigUCiiVylEVFhYCfmLA66+/jqamJuh0OnR2dnLuLLfbDYFAALPZnLHR4li2jSGMTCQSweLFi7mpr5dccgnuuusutLe3Y/Xq1ejp6cG8efPwwgsv5HphSASGMPaEQiH86U9/wpNPPom6ujqsW7cOJ598ckktCH79ikAggMViKejV9FBFnWwyA39WSHpKr9frhdVqRTQa5ayasYghsdMt29vbUwLqHR0dCIfD0Gg06OnpgcvlwmmnnYaf/OQnmDZtGvR6PbFCjiEYhkEwGIRcLkc8HseiRYvwv//7v3jwwQdx8cUXY/Xq1Vi3bh1OOOEE3HTTTbk89Lh/ExCByZEtW7bglltuQTKZxPXXX4/169eXeklDQtM0PvnkE2zYsAFdXV344Q9/iEsvvbTkFfBsr7He3t6sZ9WMNORrqKLOXJIZotEoN4hMqVTCbDaPumNxKBQaNHCqo6MDDocDFEXBaDQOskLq6+tTRvEGg0G88847WLVqFRGWY5xQKIRFixbh0UcfxYUXXsiNPdi2bRt+/etf4+9//3suDzfu3wxEYHIgmUyiqakJW7duhcViwYIFC/DnP/8ZM2bMKPXSRsRqteLRRx/F5s2bccEFF+D6669HTU1NSdeUPqvGaDRyg6QyFRYWa8hXOmy7FavVikgkMmxMhGEYuFyujGm9oVAIMpmMC6bza0MmQKNFQg4kk0nMmzcPra2t+NGPfoTbbrsNCxcuRGtrK4CB8fEXXHABFzfOknEvMMdFFlmh2L59O7dBAMDq1auxefPmY0JgLBYL7rnnHtx555145ZVX8MMf/hA6nQ7r1q3DokWLxmSzYxtXplsgwEBr9d7eXjAMA6VSCa1Wy805H01hYT5QFAWNRgONRoNYLIauri48+uijeP/99zFr1izQNI3Ozk6usFOv13NWyPz587Fq1So0NDSULIOOMDJHjhzBmjVr4HK5QFEUbrzxRtxyyy1FayslFAqxe/du+Hw+rFy5Et9++20BnsX4hwhMDthstpSrfovFgi+//LKEK8odiUSCNWvW4Oqrr8b27duxYcMG/OpXv8KaNWuwevXqUW+KI3VI5qf0qlQqGAyGlMJCdlaNzWbjZtUUO2jNZpdlavfu9/shlUpRW1uLxsZGbN++HT6fD3fccQdWr15d8tEGhPwQiUT4wx/+gLlz58Lv92PevHk455xz8Oyzz+Kss87iMk7vv//+graVUqvVWLp0KbZt2wafz4dEIgGRSASr1Qqz2Vyw44wXiMAcp1AUhVNOOQWnnHIKXC4XHn/8cZx11llYunQpbrjhBjQ0NGS0GnItLFSr1SgvL886pVcsFqO2thaTJk1Cb28v2tvbCzKrhrVE+CLCtjhJJpPQarVcDGTOnDlYuXIl6uvroVKpBj2W1+tFKBQi4nIMYzQaYTQaAQAKhQLTp0+HzWbD5s2b8dFHHwEA1q5diyVLloxaYLq7uyEWi6FWqxEOh7F161b8/Oc/x9KlS/Haa69h9erVeO6553DRRReN9mmNO0gMJgfSA3H33XcfAOAXv/hFKZdVMOLxOF5//XU88sgjYBgGp512GmKxGKZNm4ZZs2ZlLCzk34rlZotEIrDZbHC73UO2f2EnPfL7Y7Fi4vP5Ulqc8APqNTU1Je86QCgtHR0dWLx4MVpaWjBp0qSCt5Xas2cP1q5di2QyCZqmsWrVKtx5551oa2vD6tWr4fV6cdJJJ+HFF1/Mda7QuI/BEIHJgUQigaamJnz44Ycwm81YsGABXnrpJcycObPUSysIf/jDH/Diiy+iqqoKSqUSXq8XiUQCZ599Nq677rqCd9/NlWg0ioMHD2Lr1q145ZVXOCvLarUikUigqqoqY6PF8TaagZCZUozaCAQCOOOMM3D77bfj4osvPtbaShGBmWi8++67+OlPf4pkMolrr70Wt99+e6mXVFR6enrw1FNP4U9/+hNOPfVU3HjjjZg2bVrRhMbn8w3q1Nve3o6enh6IRCJMmjQJjY2NUKlU2L17N1paWvDggw9i2bJlRVkPYewY61Eb8Xgcy5cvx3nnnYdbb70VwDHXeZ0IDGFikEgk8M4772Djxo2gaRrNzc04//zzc3YvJZNJ2Gw2LqWXdWN1dXUhFotBrVYP6tTb0NCAqqqqjKLGdoYmPbMmBmM1aoNhGK5330MPPcTdf4y1lSICQxiZV199Fb/+9a/xzTffYPv27Zg/fz73u/vuuw9//OMfIRQK8fDDD+O8884r4UoHPpjffPMNNmzYgE8//RSXXXYZ1qxZg6qqKu5v/H4/Z320tbVxUwzdbjeEQiEsFsugHlm1tbUln2tPKD1jNWrj008/xemnn47Zs2dzscN7770Xp5xyyrHUVmrcCwyJbo4DZs2ahTfeeAPNzc0p9+/fvx8vv/wy9u3bB7vdjrPPPhsHDx4safYSRVGYMWMGNm3aBJ/Ph2effRYXXnghEokElEolIpEIFApFihWydOlSNDQ0QKfTkUr0Y5hSd7GgKKpg759FixZhqIvrDz/8sCDHIGDgqmCY24Ri+/btzOzZs5lwOMwEAgFmxowZzN69e0u9LI4zzjiD2bFjB/fzvffey9x7773cz+eeey7z+eefl2Jpw5JIJJitW7cyoVCo1EshFIlEIsE0NDQwhw8fZqLRKDNnzhxm3759BT9Oe3s7M3PmTO7npqYmxm63MwzDMHa7nWlqair4MY9hRtq/S347rnpVLFiwACtWrMCvfvUr/OxnP8NVV12FWbNmlXpZQ5KpsNNms5VwRZkRCoU4++yzS97jjFA8+F0sysrKuC4WxWbFihV47rnnAGDC1opMZI47F9mdd96JBQsWQCqV4uGHHx6z45599tlwOp2D7r/nnnvIh4Yw7hmLLhb8URsWiwV33XUX1q9fj1WrVuGPf/wjFxMhHDscdwLT09ODQCCAeDyOSCQyZvPaP/jgg5z/x2w248iRI9zPE7WdBCF3jqXEkGz585//nPF+EhM5djmuXGQA0NzcjLvvvhtXXnklfv7zn5d6OcOyYsUKvPzyy4hGo2hvb8ehQ4dw8sknl3pZhHEAmxiyePHilPv5iSFbtmzBzTffjGQyOerjkYsdQj4cVwLz/PPPQywW44orrsD69euxY8cO/OMf/yj1svDXv/4VFosF27Ztw4UXXshdcc6cOROrVq3CjBkzcP7552Pjxo2k/xUBADB9+nRMnTp10P2bN2/G6tWrIZFIUF9fj8mTJ2P79u2jPt6CBQtw6NAhtLe3IxaL4eWXX8aKFStG/biEic1x5SJbs2YN1qxZA2AgMD1eOiGvXLkSK1euzPi722+/fcJ3CyAUDpvNhoULF3I/FyoxRCQSYcOGDTjvvPO4LhYTpUUSoXgcVwJDIBSD2267DW+//TbKysrQ2NiIZ555hussMJp4yHhLDFm2bBlpyUPIiePKRXY8ctttt2HatGlcC3p+FfR9992HyZMnY+rUqbmOaiXwOOecc9DS0oI9e/agqamJ67I92njIBx98gJaWlkG34cSFxEoI4wkiMBOcYm1+hO8499xzuZ5sCxcuhNVqBVC8eMhwkMQQwniCCMwEZzxtfscDTz/9NC644AIAxS2UJYkhhGMBIjDHEWO1+ZWSO+64A3PmzMGJJ56Ic889F3a7HcBAS6T//M//xOTJkzFnzhx89dVXOT3u2WefjVmzZg268avZ77nnHohEIlx55ZUFfU6ZWLlyJaxWK6LRKFwuV4qL8/bbb8fhw4dx4MAB7vUmEEoBCfJPALIJBo/l5ldKbrvtNtx9990AgIcffhi/+c1v8Nhjj+G9997DoUOHcOjQIXz55Ze46aabcsoiHKlQ9tlnn8U777yDDz/8kGvISOIhhOMdIjATALL5fYdSqeS+DwaD3PPdvHkz1qxZA4qisHDhQvh8PjgcDm4u+2jYsmULfv/73+Nf//oXysvLuftXrFiBK664ArfeeivsdvsxHw957LHH8NhjjwEA+vr6UFdXh3/+858lXhVhXDNCN0zCMc57773HTJ8+nXG73Sn3t7S0MHPmzGEikQjT1tbG1NfXM4lEokSrLCy//OUvGYvFwsycOZN73hdeeCHzySefcH9z5plnpnSuHg2NjY2MxWJhTjjhBOaEE05gmpubud/99re/ZRoaGpimpibm3XffLcjxSk0sFmMWLVrEvPXWW6VeyvFOybslj3QjA8cmOJMnT0Y0GuUGgi1cuJC7Cr3nnnvw9NNPQyQS4aGHHjpm/PXZ1ofcd999iEQiuOuuu7B8+XKsX78eixYtAgCcddZZ+N3vfpfSw4uQHTfffDO0Wi3uuuuuUi/leGfcD1ciAkOYsHR1dWHZsmVoaWlBc3MzlixZgssvvxxA6iheQvY8++yzePXVV/H2229zkyAJJWPcCwx5hxAmFIcOHeK+37x5M6ZNmwZgIB7y/PPPg2EYfPHFF1CpVERccmTnzp144IEH8OKLLxJxIWQFCfITJhTr16/HgQMHIBAIUFtby7kDly1bhnfffReTJ09GeXk5nnnmmRKv9Nhjw4YN8Hq9WLp0KQBg/vz5eOqpp0q8KsJ4hrjICAQC4diEuMgIBAKBcHxCBIZAIBAIRYEIDIFAIBCKAhEYAoFAIBQFIjAEAoFAKApEYAgEAoFQFIjAEAgEAqEoEIEhEAgEQlEgAkMgEAiEokAEhkAgEAhFgQgMgUAgEIoCERgCgUAgFAUiMAQCgUAoCkRgCAQCgVAUiMAQCAQCoSgQgSEQCARCUSACQyAQCISiQASGQCAQCEWBCAyBQCAQigIRGAKBQCAUBSIwBAKBQCgKRGAIBAKBUBSIwBAIBAKhKBCBIRAIBEJRIAJDIBAIhKJABIZAIBAIRYEIDIFAIBCKAhEYAoFAIBQFIjAEAoFAKApEYAgEAoFQFIjAEAgEAqEoEIEhEAgEQlEgAkMgEAiEokAEhkAgEAhFgQgMgUAgEIoCERgCgUAgFAUiMAQCgUAoCkRgCAQCgVAUiMAQCAQCoSgQgSEQCARCUSACQyAQCISiQASGQCAQCEWBCAyBQCAQioJohN9TY7IKAoFAIEw4iAVDIBAIhKJABIZAIBAIRYEIDIFAIBCKAhEYAoFAIBQFIjAEAoFAKApEYAgEAoFQFP4/pyBJzOPXEPAAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "pymol_commands = {\"pymol_commands\": [\"hide cartoon\",\n",
    "                                     \"set solvent_radius, 10\",\n",
    "                                     \"alter all, vdw=4\",\n",
    "                                     \"sort\",\n",
    "                                     \"set surface_quality, 1\",\n",
    "                                     \"show surface\"]}\n",
    "\n",
    "config = ProteinMeshConfig(**pymol_commands)\n",
    "\n",
    "verts, faces, aux = create_mesh(pdb_code=\"1ldf\", config=config)\n",
    "\n",
    "m = convert_verts_and_face_to_mesh(verts, faces)\n",
    "\n",
    "plot_pointcloud(m, title=\"my second mesh\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using PyMol for 3D Visualisation\n",
    "We also provide a wrapper for pymol (based on [IPyMol](https://github.com/cxhernandez/ipymol) developed by [@cxhernandez](https://github.com/cxhernandez))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from graphein.utils.pymol import viewer as pymol\n",
    "pymol.delete(\"all\") # delete all objects from other sessions if necessary.\n",
    "pymol.fetch(\"1ldf\")\n",
    "pymol.display()\n"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "2084dd4fc0c9f9186ef9bb5d9f5c6652432726a285d6ac2dcf2b1a616ab39cbb"
  },
  "kernelspec": {
   "display_name": "graphein-dev",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
